technology_id,parent_id,root_id,title,parent_title,description,website,github,since,alion_url
1,0,1,Languages,,,,,,
101,1,1,Python,Languages,"Programming language",https://www.python.org/,https://github.com/python/cpython,1991,https://alion.io/jobs/python?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
102,1,1,Go,Languages,"Programming language",https://go.dev/,https://github.com/golang/go,2009,https://alion.io/jobs/go?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
103,1,1,JavaScript,Languages,"Programming language",https://www.javascript.com/,,1995,https://alion.io/jobs/javascript?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
104,1,1,Java,Languages,"Programming language",https://www.java.com/,https://github.com/openjdk/jdk,1995,https://alion.io/jobs/java?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
105,1,1,PHP,Languages,"Programming language",https://www.php.net/,https://github.com/php/php-src,1995,https://alion.io/jobs/php?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
106,1,1,Rust,Languages,"Programming language",https://www.rust-lang.org/,https://github.com/rust-lang/rust,2010,https://alion.io/jobs/rust?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
107,1,1,Kotlin,Languages,"Programming language",https://kotlinlang.org/,https://github.com/jetbrains/kotlin,2011,https://alion.io/jobs/kotlin?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
108,1,1,Verilog,Languages,"Hardware description language",,,1984,https://alion.io/jobs/verilog?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
109,1,1,TypeScript,Languages,"Programming language",https://www.typescriptlang.org/,https://github.com/microsoft/typescript,2012,https://alion.io/jobs/typescript?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
110,1,1,SQL,Languages,"Query language",,,1974,https://alion.io/jobs/sql?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
111,1,1,Ruby,Languages,"Programming language",https://www.ruby-lang.org/,https://github.com/ruby/ruby,1995,https://alion.io/jobs/ruby?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
112,1,1,PowerShell,Languages,"Shell scripting language",https://learn.microsoft.com/en-us/powershell/,https://github.com/PowerShell/PowerShell,2006,https://alion.io/jobs/powershell?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
113,1,1,Move,Languages,"Smart contract language",https://move-language.com/,https://github.com/move-language/move,2019,https://alion.io/jobs/move?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
114,1,1,C,Languages,"Programming language",https://en.cppreference.com/w/c,,1972,https://alion.io/jobs/c?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
115,1,1,C#,Languages,"Programming language",https://dotnet.microsoft.com/languages/csharp,https://github.com/dotnet/csharplang,2000,https://alion.io/jobs/c?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
116,1,1,C++,Languages,"Programming language",https://isocpp.org/,,1985,https://alion.io/jobs/c?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
117,1,1,Dart,Languages,"Programming language",https://dart.dev/,https://github.com/dart-lang/sdk,2011,https://alion.io/jobs/dart?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
118,1,1,Erlang,Languages,"Programming language",https://www.erlang.org/,https://github.com/erlang/otp,1986,https://alion.io/jobs/erlang?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
119,1,1,Haskell,Languages,"Programming language",https://www.haskell.org/,https://github.com/haskell/ghc,1990,https://alion.io/jobs/haskell?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
120,1,1,"Node JS",Languages,"JavaScript runtime",https://nodejs.org/,https://github.com/nodejs/node,2009,https://alion.io/jobs/node-js?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
121,1,1,Scala,Languages,"Programming language",https://www.scala-lang.org/,https://github.com/scala/scala,2004,https://alion.io/jobs/scala?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
122,1,1,Swift,Languages,"Programming language",https://www.swift.org/,https://github.com/swiftlang/swift,2014,https://alion.io/jobs/swift?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
123,1,1,SystemVerilog,Languages,"Hardware description and verification language",,,2002,https://alion.io/jobs/systemverilog?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
124,1,1,VHDL,Languages,"Hardware description language",https://vhdl.org/,,1987,https://alion.io/jobs/vhdl?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
125,1,1,Zig,Languages,"Programming language",https://ziglang.org/,https://github.com/ziglang/zig,2016,https://alion.io/jobs/zig?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
126,1,1,"ZKP Circom",Languages,"Circuit language",https://docs.circom.io/,https://github.com/iden3/circom,2018,
127,1,1,Yul,Languages,"Intermediate language",https://docs.soliditylang.org/en/latest/yul.html,https://github.com/ethereum/solidity,2017,
128,1,1,Vyper,Languages,"Smart contract language",https://docs.vyperlang.org/,https://github.com/vyperlang/vyper,2017,
129,1,1,ABAP,Languages,"Programming language",https://community.sap.com/topics/abap,,1983,https://alion.io/jobs/abap?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
130,1,1,Ada,Languages,"Programming language",https://www.adaic.org/,https://github.com/adacore,1980,https://alion.io/jobs/ada?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
131,1,1,Apex,Languages,"Programming language",https://developer.salesforce.com/docs/atlas.en-us.apexcode.meta/apexcode/apex_dev_guide_introduction.htm,,2007,https://alion.io/jobs/apex?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
132,1,1,Assembly,Languages,"Assembly language",https://en.wikipedia.org/wiki/assembly_language,,1949,https://alion.io/jobs/assembly?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
133,1,1,Bash,Languages,"Shell scripting language",https://www.gnu.org/software/bash/,,1989,https://alion.io/jobs/bash?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
134,1,1,Cairo,Languages,"Zero-knowledge language",https://www.cairo-lang.org/,https://github.com/starkware-libs/cairo,2020,
135,1,1,Clarity,Languages,"Smart contract language",https://clarity-lang.org/,https://github.com/clarity-lang,2020,https://alion.io/jobs/clarity?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
136,1,1,Clojure,Languages,"Programming language",https://clojure.org/,https://github.com/clojure/clojure,2007,https://alion.io/jobs/clojure?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
137,1,1,COBOL,Languages,"Programming language",,,1959,https://alion.io/jobs/cobol?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
138,1,1,Crystal,Languages,"Programming language",https://crystal-lang.org/,https://github.com/crystal-lang/crystal,2014,https://alion.io/jobs/crystal?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
139,1,1,Elixir,Languages,"Programming language",https://elixir-lang.org/,https://github.com/elixir-lang/elixir,2011,https://alion.io/jobs/elixir?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
140,1,1,FunC,Languages,"Smart contract language",https://docs.ton.org/develop/func/overview,https://github.com/ton-blockchain/ton,2020,
141,1,1,Gleam,Languages,"Type-safe language for the BEAM",https://gleam.run/,https://github.com/gleam-lang/gleam,2016,
142,1,1,Groovy,Languages,"JVM programming language",https://groovy-lang.org/,https://github.com/apache/groovy,2003,https://alion.io/jobs/groovy?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
143,1,1,Huff,Languages,"Smart contract language",https://huff.sh/,https://github.com/huff-language/huff-rs,2019,
144,1,1,Julia,Languages,"Programming language",https://julialang.org/,https://github.com/julialang/julia,2012,https://alion.io/jobs/julia?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
145,1,1,Leo,Languages,"Zero-knowledge language",https://leo-lang.org/,https://github.com/AleoHQ/leo,2021,
146,1,1,LIGO,Languages,"Smart contract language",https://ligolang.org/,https://gitlab.com/ligolang/ligo,2019,
147,1,1,Noir,Languages,"Zero-knowledge language",https://noir-lang.org/,https://github.com/noir-lang/noir,2022,
148,1,1,OCaml,Languages,"Programming language",https://ocaml.org/,https://github.com/ocaml/ocaml,1996,https://alion.io/jobs/ocaml?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
149,1,1,OpenQASM,Languages,"Quantum assembly language",https://openqasm.com/,https://github.com/openqasm/openqasm,2017,https://alion.io/jobs/openqasm?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
150,1,1,Perl,Languages,"Scripting language",https://www.perl.org/,https://github.com/perl/perl5,1987,https://alion.io/jobs/perl?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
151,1,1,Plutus,Languages,"Smart contract language",https://plutus.cardano.intersectmbo.org/docs/,https://github.com/IntersectMBO/plutus,2020,
152,1,1,Prolog,Languages,"Logic programming language",https://www.swi-prolog.org/,,1972,https://alion.io/jobs/prolog?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
153,1,1,Q#,Languages,"Quantum programming language",https://learn.microsoft.com/en-us/azure/quantum/user-guide/qsharp/,https://github.com/microsoft/qsharp,2017,https://alion.io/jobs/q?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
154,1,1,Quipper,Languages,"Quantum programming language",https://www.mathstat.dal.ca/~selinger/quipper/,,2013,
155,1,1,R,Languages,"Programming language",https://www.r-project.org/,,1993,https://alion.io/jobs/r?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
156,1,1,ReScript,Languages,"Typed language for the web",https://rescript-lang.org/,https://github.com/rescript-lang/rescript-compiler,2020,
157,1,1,Solidity,Languages,"Smart contract language",https://soliditylang.org/,https://github.com/ethereum/solidity,2014,https://alion.io/jobs/solidity?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
158,1,1,SystemC,Languages,"Hardware modeling language",https://systemc.org/,https://github.com/accellera-official/systemc,2000,https://alion.io/jobs/systemc?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
159,1,1,Tact,Languages,"Smart contract language",https://tact-lang.org/,https://github.com/tact-lang/tact,2023,
160,1,1,TEAL,Languages,"Smart contract language",https://developer.algorand.org/docs/get-details/dapps/avm/teal/,https://github.com/algorand/go-algorand,2019,
161,1,1,Wolfram,Languages,"Programming language",https://www.wolfram.com/language/,,2014,https://alion.io/jobs/wolfram?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
162,1,1,YARA,Languages,"Malware detection language",https://virustotal.github.io/yara/,https://github.com/VirusTotal/yara,2008,https://alion.io/jobs/yara?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
163,1,1,Quil,Languages,"Quantum instruction language",https://github.com/quil-lang/quil,https://github.com/quil-lang/quil,2016,
164,1,1,Nim,Languages,"Programming language",https://nim-lang.org/,https://github.com/nim-lang/nim,2008,
165,1,1,Mojo,Languages,"AI systems language",https://www.modular.com/mojo,https://github.com/modularml/mojo,2023,https://alion.io/jobs/mojo?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
166,1,1,Michelson,Languages,"Smart contract language",https://tezos.gitlab.io/active/michelson.html,https://gitlab.com/tezos/tezos,2018,
167,1,1,MATLAB,Languages,"Numerical computing software",https://www.mathworks.com/products/matlab.html,,1984,https://alion.io/jobs/matlab?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
168,1,1,Haxe,Languages,"Programming language",https://haxe.org/,https://github.com/haxefoundation/haxe,2005,https://alion.io/jobs/haxe?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
169,1,1,Fortran,Languages,"Programming language",https://fortran-lang.org/,,1957,https://alion.io/jobs/fortran?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
170,1,1,Fift,Languages,"Stack-based language",https://docs.ton.org/develop/fift/overview,https://github.com/ton-blockchain/ton,2019,
171,1,1,F#,Languages,"Programming language",https://fsharp.org/,https://github.com/dotnet/fsharp,2005,https://alion.io/jobs/f?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
172,1,1,D,Languages,"Programming language",https://dlang.org/,https://github.com/dlang/dmd,2001,
173,1,1,Cython,Languages,"Programming language",https://cython.org/,https://github.com/cython/cython,2007,https://alion.io/jobs/cython?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
174,1,1,Chisel,Languages,"Hardware description language",https://www.chisel-lang.org/,https://github.com/chipsalliance/chisel,2012,https://alion.io/jobs/chisel?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
175,1,1,Aiken,Languages,"Smart contract language",https://aiken-lang.org/,https://github.com/aiken-lang/aiken,2022,
243,1,1,Elm,Languages,"Programming language",https://elm-lang.org/,https://github.com/elm/compiler,2012,https://alion.io/jobs/elm?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
320,1,1,Sway,Languages,"Smart contract language",https://fuellabs.github.io/sway/,https://github.com/FuelLabs/sway,2021,
321,1,1,LISP,Languages,"Programming language",,,1958,https://alion.io/jobs/lisp?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
324,1,1,Lua,Languages,"Scripting language",https://www.lua.org/,https://github.com/lua/lua,1993,https://alion.io/jobs/lua?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
327,1,1,Fe,Languages,"Smart contract language",https://fe-lang.org/,https://github.com/ethereum/fe,2020,
332,1,1,Motoko,Languages,"Smart contract language",https://internetcomputer.org/docs/current/motoko/main/motoko,https://github.com/dfinity/motoko,2019,
334,1,1,Scilla,Languages,"Smart contract language",https://scilla-lang.org/,https://github.com/Zilliqa/scilla,2018,
339,1,1,Objective-C,Languages,"Programming language",https://developer.apple.com/documentation/objectivec,,1984,https://alion.io/jobs/objective-c?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
340,1,1,Pact,Languages,"Smart contract language",https://pact-language.readthedocs.io/,https://github.com/kadena-io/pact,2018,https://alion.io/jobs/pact?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
344,1,1,PureScript,Languages,"Functional language for the web",https://www.purescript.org/,https://github.com/purescript/purescript,2013,
349,1,1,Ride,Languages,"Smart contract language",https://docs.waves.tech/en/ride/,https://github.com/wavesplatform/Waves,2018,
350,1,1,Silq,Languages,"Quantum programming language",https://silq.ethz.ch/,https://github.com/eth-sri/silq,2020,
351,1,1,"Structured Text",Languages,"PLC programming language",https://en.wikipedia.org/wiki/Structured_text,,1993,https://alion.io/jobs/structured-text?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
352,1,1,"TCL Scripting",Languages,"Scripting language",https://www.tcl.tk/,,1988,https://alion.io/jobs/tcl-scripting?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
353,1,1,Bluespec,Languages,"Hardware description language",https://github.com/B-Lang-org/bsc,https://github.com/B-Lang-org/bsc,2003,
354,1,1,Forth,Languages,"Stack-based language",https://www.forth.com/forth/,,1970,
393,1,1,"Visual Basic",Languages,"Programming language",https://learn.microsoft.com/en-us/dotnet/visual-basic/,,1991,https://alion.io/jobs/visual-basic?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
414,1,1,Delphi,Languages,"Programming language",https://www.embarcadero.com/products/delphi,,1995,https://alion.io/jobs/delphi?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
653,1,1,Pascal,Languages,"Programming language",https://www.freepascal.org/,,1970,https://alion.io/jobs/pascal?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
5031,1,1,SAS,Languages,,,,,
5032,1,1,SPSS,Languages,,,,,
5033,1,1,Stata,Languages,,,,,
5095,1,1,1C,Languages,,,,,
366,101,1,Flask,Python,"Micro web framework",https://flask.palletsprojects.com/,https://github.com/pallets/flask,2010,https://alion.io/jobs/flask?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
409,101,1,SQLAlchemy,Python,"SQL Toolkit and ORM",https://www.sqlalchemy.org/,https://github.com/sqlalchemy/sqlalchemy,2006,https://alion.io/jobs/sqlalchemy?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
480,101,1,FastAPI,Python,"High-performance web framework",https://fastapi.tiangolo.com/,https://github.com/tiangolo/fastapi,2018,https://alion.io/jobs/fastapi?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
534,101,1,Scrapy,Python,"Web crawling framework",https://scrapy.org/,https://github.com/scrapy/scrapy,2008,https://alion.io/jobs/scrapy?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
535,101,1,"Beautiful Soup",Python,"HTML parsing library",https://www.crummy.com/software/beautifulsoup/,https://github.com/waylan/beautifulsoup,2004,https://alion.io/jobs/beautiful-soup?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
850,101,1,Django,Python,"Web framework",https://www.djangoproject.com/,https://github.com/django/django,2005,https://alion.io/jobs/django?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1219,101,1,Asyncio,Python,"Asynchronous I/O library",https://docs.python.org/3/library/asyncio.html,https://github.com/python/cpython/tree/main/lib/asyncio,2014,https://alion.io/jobs/asyncio?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1337,101,1,Celery,Python,"Distributed task queue",https://docs.celeryq.dev/,https://github.com/celery/celery,2009,https://alion.io/jobs/celery?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1666,101,1,pySpark,Python,"Big data processing tool",https://spark.apache.org/docs/latest/api/python/,https://github.com/apache/spark,2014,https://alion.io/jobs/pyspark?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2542,101,1,Poetry,Python,"Dependency management tool",https://python-poetry.org/,https://github.com/python-poetry/poetry,2018,https://alion.io/jobs/poetry?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2543,101,1,Ruff,Python,"Extremely fast Python linter",https://astral.sh/ruff,https://github.com/astral-sh/ruff,2022,https://alion.io/jobs/ruff?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2545,101,1,Pydantic,Python,"Data validation library",https://docs.pydantic.dev/,https://github.com/pydantic/pydantic,2017,https://alion.io/jobs/pydantic?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2546,101,1,Mypy,Python,"Static type checker",https://www.mypy-lang.org/,https://github.com/python/mypy,2012,https://alion.io/jobs/mypy?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2547,101,1,Black,Python,"Uncompromising code formatter",https://black.readthedocs.io/,https://github.com/psf/black,2018,
2548,101,1,HTTPX,Python,"Next-generation HTTP client",https://www.python-httpx.org/,https://github.com/encode/httpx,2019,https://alion.io/jobs/httpx?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2551,101,1,Dask,Python,"Parallel computing library",https://www.dask.org/,https://github.com/dask/dask,2015,https://alion.io/jobs/dask?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2552,101,1,Gunicorn,Python,"WSGI HTTP Server",https://gunicorn.org/,https://github.com/benoitc/gunicorn,2010,https://alion.io/jobs/gunicorn?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2553,101,1,Uvicorn,Python,"ASGI web server",https://www.uvicorn.org/,https://github.com/encode/uvicorn,2017,https://alion.io/jobs/uvicorn?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2554,101,1,"Django REST Framework",Python,"Web API toolkit",https://www.django-rest-framework.org/,https://github.com/encode/django-rest-framework,2011,https://alion.io/jobs/django-rest-framework?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2858,101,1,Requests,Python,"HTTP library",https://requests.readthedocs.io/,https://github.com/psf/requests,2011,
2859,101,1,Boto3,Python,"AWS SDK for Python",https://aws.amazon.com/sdk-for-python/,https://github.com/boto/boto3,2014,https://alion.io/jobs/boto3?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3103,101,1,Litestar,Python,"Asynchronous Web Framework",https://litestar.dev/,https://github.com/litestar-org/litestar,2021,https://alion.io/jobs/litestar?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3104,101,1,Aiohttp,Python,"Async HTTP Library",https://docs.aiohttp.org/,https://github.com/aio-libs/aiohttp,2014,https://alion.io/jobs/aiohttp?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3106,101,1,Click,Python,"CLI Creation Kit",https://click.palletsprojects.com/,https://github.com/pallets/click,2014,
3107,101,1,Marshmallow,Python,"Object Serialization Library",https://marshmallow.readthedocs.io/,https://github.com/marshmallow-code/marshmallow,2013,
3108,101,1,"Tortoise ORM",Python,"Asynchronous ORM",https://tortoise.github.io/,https://github.com/tortoise/tortoise-orm,2018,
3110,101,1,PySide6,Python,"Python GUI Framework",https://doc.qt.io/qtforpython/,https://github.com/qtpython/pyside6-setup,2009,
3111,101,1,Fabric,Python,"Remote Execution Tool",https://www.fabfile.org/,https://github.com/fabric/fabric,2008,
3112,101,1,Loguru,Python,"Modern Logging Library",https://loguru.readthedocs.io/,https://github.com/delgan/loguru,2017,
3113,101,1,Rich,Python,"Terminal Formatting Library",https://rich.readthedocs.io/,https://github.com/textualize/rich,2020,
3114,101,1,Hatch,Python,"Project Management Tool",https://hatch.pypa.io/,https://github.com/pypa/hatch,2017,
3197,101,1,uv,Python,"Python package manager",https://docs.astral.sh/uv/,https://github.com/astral-sh/uv,2024,
3198,101,1,Typer,Python,"CLI framework",https://typer.tiangolo.com/,https://github.com/tiangolo/typer,2019,
3289,101,1,Hypothesis,Python,"Property-based testing library",https://hypothesis.works/,https://github.com/HypothesisWorks/hypothesis,2015,https://alion.io/jobs/hypothesis?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3290,101,1,tox,Python,"Test automation tool",https://tox.wiki/,https://github.com/tox-dev/tox,2010,
3291,101,1,nox,Python,"Flexible test automation",https://nox.thea.codes/,https://github.com/wntrblm/nox,2016,
3292,101,1,pre-commit,Python,"Git hook manager",https://pre-commit.com/,https://github.com/pre-commit/pre-commit,2014,https://alion.io/jobs/pre-commit?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3293,101,1,Alembic,Python,"Database migration tool",https://alembic.sqlalchemy.org/,https://github.com/sqlalchemy/alembic,2011,https://alion.io/jobs/alembic?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3294,101,1,SQLModel,Python,"SQL ORM library",https://sqlmodel.tiangolo.com/,https://github.com/fastapi/sqlmodel,2021,https://alion.io/jobs/sqlmodel?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3295,101,1,pylint,Python,"Python static code analyzer",https://pylint.readthedocs.io/,https://github.com/pylint-dev/pylint,2003,https://alion.io/jobs/pylint?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3296,101,1,flake8,Python,"Python style linter",https://flake8.pycqa.org/,https://github.com/PyCQA/flake8,2010,https://alion.io/jobs/flake8?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3297,101,1,isort,Python,"Import sorting tool",https://pycqa.github.io/isort/,https://github.com/PyCQA/isort,2013,
3298,101,1,bandit,Python,"Security linter for Python",https://bandit.readthedocs.io/,https://github.com/PyCQA/bandit,2014,https://alion.io/jobs/bandit?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3299,101,1,Tornado,Python,"Async web framework",https://www.tornadoweb.org/,https://github.com/tornadoweb/tornado,2009,
3300,101,1,Sanic,Python,"Fast async web framework",https://sanic.dev/,https://github.com/sanic-org/sanic,2016,
3301,101,1,Quart,Python,"Async Flask-compatible framework",https://quart.palletsprojects.com/,https://github.com/pallets/quart,2017,
3302,101,1,Pandera,Python,"DataFrame validation library",https://pandera.readthedocs.io/,https://github.com/unionai-oss/pandera,2018,
3303,101,1,PyQt,Python,"Qt GUI framework binding",https://riverbankcomputing.com/software/pyqt/,https://github.com/baoboa/pyqt5,1998,https://alion.io/jobs/pyqt?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3304,101,1,Tkinter,Python,"Standard GUI toolkit",https://docs.python.org/3/library/tkinter.html,https://github.com/python/cpython,1991,
3305,101,1,structlog,Python,"Structured logging library",https://www.structlog.org/,https://github.com/hynek/structlog,2013,
3306,101,1,aiogram,Python,"Async Telegram bot framework",https://aiogram.dev/,https://github.com/aiogram/aiogram,2015,https://alion.io/jobs/aiogram?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3307,101,1,python-telegram-bot,Python,"Telegram bot library",https://python-telegram-bot.org/,https://github.com/python-telegram-bot/python-telegram-bot,2015,
336,102,1,Echo,Go,"High performance web framework",https://echo.labstack.com/,https://github.com/labstack/echo,2015,
753,102,1,Gin,Go,"HTTP web framework",https://gin-gonic.com/,https://github.com/gin-gonic/gin,2014,
755,102,1,Fiber,Go,"Express-inspired web framework",https://gofiber.io/,https://github.com/gofiber/fiber,2020,https://alion.io/jobs/fiber?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
757,102,1,Gorilla,Go,"Web toolkit for Go",https://gorillatoolkit.org/,https://github.com/gorilla/mux,2012,
759,102,1,GORM,Go,"Developer-friendly ORM library",https://gorm.io/,https://github.com/go-gorm/gorm,2013,https://alion.io/jobs/gorm?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
760,102,1,Chi,Go,"Lightweight HTTP router",https://go-chi.io/,https://github.com/go-chi/chi,2015,https://alion.io/jobs/chi?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
762,102,1,Go-Kit,Go,"Toolkit for microservices",https://gokit.io/,https://github.com/go-kit/kit,2015,
763,102,1,Fasthttp,Go,"Fast HTTP implementation",,https://github.com/valyala/fasthttp,2015,
765,102,1,Zap,Go,"Blazing fast structured logger",,https://github.com/uber-go/zap,2016,
766,102,1,Cobra,Go,"CLI application library",https://cobra.dev/,https://github.com/spf13/cobra,2014,
1340,102,1,Kratos,Go,"Microservice framework for Go",https://go-kratos.dev/,https://github.com/go-kratos/kratos,2019,https://alion.io/jobs/kratos?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1341,102,1,Ent,Go,"Entity framework for Go",https://entgo.io/,https://github.com/ent/ent,2019,https://alion.io/jobs/ent?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1343,102,1,Ginkgo,Go,"BDD testing framework",https://onsi.github.io/ginkgo/,https://github.com/onsi/ginkgo,2013,https://alion.io/jobs/ginkgo?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1344,102,1,GoMock,Go,"Mocking framework for Go",,https://github.com/uber-go/mock,2011,
2023,102,1,Temporal,Go,"Workflow orchestration engine",https://temporal.io/,https://github.com/temporalio/temporal,2019,https://alion.io/jobs/temporal?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2024,102,1,Dapr,Go,"Distributed Application Runtime",https://dapr.io/,https://github.com/dapr/dapr,2019,https://alion.io/jobs/dapr?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2025,102,1,Testify,Go,"Testing toolkit for Go",,https://github.com/stretchr/testify,2012,https://alion.io/jobs/testify?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2026,102,1,GolangCI-Lint,Go,"Aggregator for Go linters",https://golangci-lint.run/,https://github.com/golangci/golangci-lint,2018,https://alion.io/jobs/golangci-lint?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2037,102,1,Colly,Go,"Web scraping framework",http://go-colly.org/,https://github.com/gocolly/colly,2017,
2040,102,1,Kitex,Go,"High-performance RPC framework",https://www.cloudwego.io/docs/kitex/,https://github.com/cloudwego/kitex,2021,
2041,102,1,Fx,Go,"Dependency injection framework",https://uber-go.github.io/fx/,https://github.com/uber-go/fx,2017,
2775,102,1,Go-redis,Go,"Redis client for Go",https://redis.uptrace.dev/,https://github.com/redis/go-redis,2013,
2776,102,1,Wire,Go,"Compile-time DI tool",,https://github.com/google/wire,2018,
2777,102,1,Swaggo,Go,"Swagger documentation generator",,https://github.com/swaggo/swag,2017,
2778,102,1,Go-resty,Go,"HTTP client for Go",https://resty.dev/,https://github.com/go-resty/resty,2015,
190,104,1,RxJava,Java,"Reactive extensions",https://reactivex.io,https://github.com/reactivex/rxjava,2009,https://alion.io/jobs/rxjava?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
219,104,1,"Spring Framework",Java,"Enterprise application framework",https://spring.io/projects/spring-framework,https://github.com/spring-projects/spring-framework,2003,https://alion.io/jobs/spring-framework?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
246,104,1,Jackson,Java,"JSON processing library",,https://github.com/fasterxml/jackson,2009,https://alion.io/jobs/jackson?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
362,104,1,Maven,Java,"Build automation tool",https://maven.apache.org/,https://github.com/apache/maven,2004,https://alion.io/jobs/maven?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
386,104,1,"Spring Boot",Java,"Microservices framework",https://spring.io/projects/spring-boot,https://github.com/spring-projects/spring-boot,2014,https://alion.io/jobs/spring-boot?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
412,104,1,Quarkus,Java,"Cloud-native Java framework",https://quarkus.io/,https://github.com/quarkusio/quarkus,2019,https://alion.io/jobs/quarkus?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
470,104,1,Hibernate,Java,"Object-Relational Mapping library",https://hibernate.org/,https://github.com/hibernate/hibernate-orm,2001,https://alion.io/jobs/hibernate?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1363,104,1,"Spring MVC",Java,"Model-View-Controller framework",https://docs.spring.io/spring-framework/reference/web/webmvc.html,https://github.com/spring-projects/spring-framework,2003,https://alion.io/jobs/spring-mvc?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1364,104,1,"Spring Data JPA",Java,"Data access abstraction",https://spring.io/projects/spring-data-jpa,https://github.com/spring-projects/spring-data-jpa,2011,https://alion.io/jobs/spring-data-jpa?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1365,104,1,"Spring Security",Java,"Authentication and access-control",https://spring.io/projects/spring-security,https://github.com/spring-projects/spring-security,2003,https://alion.io/jobs/spring-security?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1366,104,1,"Spring Cloud",Java,"Distributed systems tools",https://spring.io/projects/spring-cloud,https://github.com/spring-projects/spring-cloud,2015,https://alion.io/jobs/spring-cloud?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1369,104,1,HikariCP,Java,"High-performance JDBC connection pool",,https://github.com/brettwooldridge/hikaricp,2013,https://alion.io/jobs/hikaricp?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1370,104,1,SLF4J,Java,"Simple Logging Facade for Java",https://www.slf4j.org/,https://github.com/qos-ch/slf4j,2005,https://alion.io/jobs/slf4j?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1537,104,1,Hazelcast,Java,"Distributed data grid",https://hazelcast.com,https://github.com/hazelcast/hazelcast,2008,https://alion.io/jobs/hazelcast?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2522,104,1,Gradle,Java,"Modern build automation tool",https://gradle.org/,https://github.com/gradle/gradle,2008,https://alion.io/jobs/gradle?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2523,104,1,Lombok,Java,"Boilerplate reduction library",https://projectlombok.org/,https://github.com/projectlombok/lombok,2009,https://alion.io/jobs/lombok?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2524,104,1,MapStruct,Java,"Java bean mapping library",https://mapstruct.org/,https://github.com/mapstruct/mapstruct,2012,
2527,104,1,AssertJ,Java,"Fluent assertions for Java",https://assertj.github.io/doc/,https://github.com/assertj/assertj,2013,https://alion.io/jobs/assertj?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2528,104,1,Testcontainers,Java,"Database integration testing",https://testcontainers.com/,https://github.com/testcontainers/testcontainers-java,2015,https://alion.io/jobs/testcontainers?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2529,104,1,Micronaut,Java,"Modern full-stack JVM framework",https://micronaut.io/,https://github.com/micronaut-projects/micronaut-core,2018,https://alion.io/jobs/micronaut?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2531,104,1,"Apache Tomcat",Java,"Web server and servlet container",https://tomcat.apache.org/,https://github.com/apache/tomcat,1999,https://alion.io/jobs/apache-tomcat?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2533,104,1,Netty,Java,"Asynchronous network framework",https://netty.io/,https://github.com/netty/netty,2004,https://alion.io/jobs/netty?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2536,104,1,Vert.x,Java,"Reactive application framework",https://vertx.io/,https://github.com/eclipse-vertx/vert.x,2012,https://alion.io/jobs/vert-x?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2538,104,1,OpenJDK,Java,"Open-source Java Platform",https://openjdk.org/,https://github.com/openjdk/jdk,2007,https://alion.io/jobs/openjdk?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2539,104,1,GraalVM,Java,"High-performance polyglot VM",https://www.graalvm.org/,https://github.com/oracle/graal,2018,https://alion.io/jobs/graalvm?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2781,104,1,Flyway,Java,"Database migration tool",https://flywaydb.org/,https://github.com/flyway/flyway,2010,https://alion.io/jobs/flyway?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2782,104,1,Liquibase,Java,"Source control for databases",https://www.liquibase.com/,https://github.com/liquibase/liquibase,2006,https://alion.io/jobs/liquibase?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3154,104,1,JOOQ,Java,"Type-safe SQL library",https://www.jooq.org,https://github.com/jooq/jooq,2009,https://alion.io/jobs/jooq?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3155,104,1,Querydsl,Java,"Type-safe query library",http://querydsl.com,https://github.com/querydsl/querydsl,2010,
3156,104,1,Resilience4j,Java,"Fault tolerance library",https://resilience4j.readme.io,https://github.com/resilience4j/resilience4j,2016,https://alion.io/jobs/resilience4j?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3157,104,1,Micrometer,Java,"Application metrics facade",https://micrometer.io,https://github.com/micrometer-metrics/micrometer,2017,https://alion.io/jobs/micrometer?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3158,104,1,"Apache Camel",Java,"Integration framework",https://camel.apache.org,https://github.com/apache/camel,2007,https://alion.io/jobs/apache-camel?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3159,104,1,Logback,Java,"Logging framework",https://logback.qos.ch,https://github.com/qos-ch/logback,2006,
3160,104,1,Guava,Java,"Google core libraries",https://github.com/google/guava,https://github.com/google/guava,2010,
3161,104,1,"Apache Commons",Java,"Reusable Java components",https://commons.apache.org,https://github.com/apache/commons-lang,2002,https://alion.io/jobs/apache-commons?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3162,104,1,GSON,Java,"JSON serialization library",https://github.com/google/gson,https://github.com/google/gson,2008,https://alion.io/jobs/gson?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
193,105,1,Laminas,PHP,"PHP framework",https://getlaminas.org/,https://github.com/laminas/laminas-mvc,2006,https://alion.io/jobs/laminas?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
258,105,1,Yii,PHP,"PHP framework",https://www.yiiframework.com/,https://github.com/yiisoft/yii2,2008,https://alion.io/jobs/yii?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
370,105,1,Laravel,PHP,"PHP web framework",https://laravel.com/,https://github.com/laravel/laravel,2011,https://alion.io/jobs/laravel?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
374,105,1,Symfony,PHP,"PHP web framework",https://symfony.com/,https://github.com/symfony/symfony,2005,https://alion.io/jobs/symfony?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
375,105,1,WordPress,PHP,"CMS platform",https://wordpress.org/,https://github.com/wordpress/wordpress,2003,https://alion.io/jobs/wordpress?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
550,105,1,WooCommerce,PHP,"E-commerce plugin",https://woocommerce.com/,https://github.com/woocommerce/woocommerce,2011,https://alion.io/jobs/woocommerce?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
877,105,1,PHPUnit,PHP,"Testing framework",https://phpunit.de/,https://github.com/sebastianbergmann/phpunit,2001,https://alion.io/jobs/phpunit?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
888,105,1,Magento,PHP,"E-commerce platform",https://business.adobe.com/products/magento/magento-commerce.html,https://github.com/magento/magento2,2008,https://alion.io/jobs/magento?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
902,105,1,Bitrix,PHP,"CMS and framework",https://www.bitrix24.com/,,2001,https://alion.io/jobs/bitrix?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1271,105,1,Composer,PHP,"Dependency manager",https://getcomposer.org/,https://github.com/composer/composer,2012,https://alion.io/jobs/composer?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1545,105,1,Pest,PHP,"Testing framework",https://pestphp.com/,https://github.com/pestphp/pest,2021,https://alion.io/jobs/pest?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1546,105,1,PHPStan,PHP,"Static analysis tool",https://phpstan.org/,https://github.com/phpstan/phpstan,2016,https://alion.io/jobs/phpstan?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1547,105,1,Psalm,PHP,"Static analysis tool",https://psalm.dev/,https://github.com/vimeo/psalm,2016,https://alion.io/jobs/psalm?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1548,105,1,Livewire,PHP,"Full-stack framework",https://livewire.laravel.com/,https://github.com/livewire/livewire,2019,https://alion.io/jobs/livewire?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1549,105,1,RoadRunner,PHP,"PHP application server",https://roadrunner.dev/,https://github.com/roadrunner-php/roadrunner,2018,https://alion.io/jobs/roadrunner?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1550,105,1,Swoole,PHP,"PHP extension",https://www.swoole.com/,https://github.com/swoole/swoole-src,2018,https://alion.io/jobs/swoole?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1551,105,1,Eloquent,PHP,"PHP ORM",https://laravel.com/docs/eloquent,https://github.com/illuminate/database,2014,https://alion.io/jobs/eloquent?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1552,105,1,Doctrine,PHP,"PHP ORM",https://www.doctrine-project.org/,https://github.com/doctrine/orm,2006,https://alion.io/jobs/doctrine?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1553,105,1,Slim,PHP,"PHP micro-framework",https://www.slimframework.com/,https://github.com/slimphp/slim,2011,
2769,105,1,"API Platform",PHP,"API framework",https://api-platform.com/,https://github.com/api-platform/api-platform,2018,https://alion.io/jobs/api-platform?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2770,105,1,Guzzle,PHP,"HTTP client",https://guzzlephp.org/,https://github.com/guzzle/guzzle,2008,
2774,105,1,CodeIgniter,PHP,"PHP web framework",https://codeigniter.com/,https://github.com/codeigniter4/framework,2006,https://alion.io/jobs/codeigniter?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2864,105,1,Drupal,PHP,"CMS platform",https://www.drupal.org/,https://github.com/drupal/drupal,2001,https://alion.io/jobs/drupal?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2865,105,1,Filament,PHP,"Admin panel framework",https://filamentphp.com/,https://github.com/filamentphp/filament,2021,
2866,105,1,Xdebug,PHP,"Debugging tool",https://xdebug.org/,https://github.com/xdebug/xdebug,2002,
694,106,1,Tokio,Rust,"Asynchronous runtime",https://tokio.rs/,https://github.com/tokio-rs/tokio,2016,
695,106,1,"Actix Web",Rust,"Web framework",https://actix.rs/,https://github.com/actix/actix-web,2017,https://alion.io/jobs/actix-web?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
696,106,1,Axum,Rust,"Web framework",https://crates.io/crates/axum,https://github.com/tokio-rs/axum,2021,https://alion.io/jobs/axum?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
699,106,1,Serde,Rust,"Serialization library",https://serde.rs/,https://github.com/serde-rs/serde,2015,https://alion.io/jobs/serde?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
700,106,1,Rayon,Rust,"Parallelism library",https://crates.io/crates/rayon,https://github.com/rayon-rs/rayon,2015,
701,106,1,Diesel,Rust,"Database ORM",https://diesel.rs/,https://github.com/diesel-rs/diesel,2016,
702,106,1,Hyper,Rust,"HTTP implementation",https://hyper.rs/,https://github.com/hyperium/hyper,2014,https://alion.io/jobs/hyper?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
704,106,1,Tauri,Rust,"Desktop toolkit",https://tauri.app/,https://github.com/tauri-apps/tauri,2020,https://alion.io/jobs/tauri?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
707,106,1,Reqwest,Rust,"HTTP client",https://crates.io/crates/reqwest,https://github.com/seanmonstar/reqwest,2016,
708,106,1,Tracing,Rust,"Diagnostics framework",https://tracing.rs/,https://github.com/tokio-rs/tracing,2019,https://alion.io/jobs/tracing?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
709,106,1,Crossbeam,Rust,"Concurrency library",https://crates.io/crates/crossbeam,https://github.com/crossbeam-rs/crossbeam,2015,
710,106,1,Anyhow,Rust,"Error library",https://crates.io/crates/anyhow,https://github.com/dtolnay/anyhow,2019,
713,106,1,Rocket,Rust,"Web framework",https://rocket.rs/,https://github.com/rwf2/rocket,2016,https://alion.io/jobs/rocket?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2362,106,1,Cargo,Rust,"Package manager",https://doc.rust-lang.org/cargo/,https://github.com/rust-lang/cargo,2014,
2363,106,1,SQLx,Rust,"SQL toolkit",https://crates.io/crates/sqlx,https://github.com/launchbadge/sqlx,2020,https://alion.io/jobs/sqlx?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2364,106,1,SeaORM,Rust,"Database ORM",https://www.sea-ql.org/seaorm/,https://github.com/seaql/sea-orm,2021,
2368,106,1,Wasm-bindgen,Rust,"WebAssembly tool",https://rustwasm.github.io/wasm-bindgen/,https://github.com/rustwasm/wasm-bindgen,2017,
2371,106,1,Nom,Rust,"Parser combinator",https://crates.io/crates/nom,https://github.com/rust-bakery/nom,2014,
2372,106,1,PyO3,Rust,"Python bindings",https://pyo3.rs/,https://github.com/pyo3/pyo3,2017,https://alion.io/jobs/pyo3?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2376,106,1,Tonic,Rust,"gRPC library",https://crates.io/crates/tonic,https://github.com/hyperium/tonic,2019,
2377,106,1,Mio,Rust,"Low-level I/O",https://crates.io/crates/mio,https://github.com/tokio-rs/mio,2014,
2378,106,1,Ratatui,Rust,"Terminal UI library",https://ratatui.rs/,https://github.com/ratatui-rs/ratatui,2023,
2861,106,1,Clap,Rust,"CLI parser",https://clap.rs/,https://github.com/clap-rs/clap,2015,
2862,106,1,Embassy,Rust,"Embedded framework",https://embassy.dev/,https://github.com/embassy-rs/embassy,2019,
2863,106,1,Burn,Rust,"Deep learning framework",https://burn.dev/,https://github.com/tracel-ai/burn,2022,
573,107,1,Retrofit,Kotlin,"Type-safe HTTP client",https://square.github.io/retrofit,https://github.com/square/retrofit,2013,https://alion.io/jobs/retrofit?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
638,107,1,Hilt,Kotlin,"Android DI library",https://developer.android.com/training/dependency-injection/hilt-android,https://github.com/google/dagger,2017,https://alion.io/jobs/hilt?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
847,107,1,Mockito,Kotlin,"Mocking framework",https://site.mockito.org,https://github.com/mockito/mockito,2008,https://alion.io/jobs/mockito?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
848,107,1,Glide,Kotlin,"Image loading library",https://bumptech.github.io/glide,https://github.com/bumptech/glide,2013,https://alion.io/jobs/glide?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
855,107,1,Dagger,Kotlin,"Dependency injection framework",https://dagger.dev,https://github.com/google/dagger,2012,https://alion.io/jobs/dagger?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
858,107,1,"Kotlin Coroutines",Kotlin,"Asynchronous programming",https://kotlinlang.org/docs/coroutines-overview.html,https://github.com/kotlin/kotlinx.coroutines,2018,https://alion.io/jobs/kotlin-coroutines?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
864,107,1,RxKotlin,Kotlin,"Reactive extensions",https://reactivex.io,https://github.com/reactivex/rxkotlin,2014,https://alion.io/jobs/rxkotlin?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1274,107,1,Ktor,Kotlin,"Asynchronous framework",https://ktor.io,https://github.com/ktorio/ktor,2018,https://alion.io/jobs/ktor?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1277,107,1,Exposed,Kotlin,"SQL library",https://jetbrains.github.io/exposed/,https://github.com/jetbrains/exposed,2016,https://alion.io/jobs/exposed?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1279,107,1,Arrow,Kotlin,"Functional programming library",https://arrow-kt.io/,https://github.com/arrow-kt/arrow,2017,https://alion.io/jobs/arrow?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1281,107,1,MockK,Kotlin,"Mocking library",https://mockk.io/,https://github.com/mockk/mockk,2017,https://alion.io/jobs/mockk?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1283,107,1,Kodein-DI,Kotlin,"Dependency Injection library",https://kodein.org/di/,https://github.com/kosi-libs/kodein,2016,
1284,107,1,Kotest,Kotlin,"Testing framework",https://kotest.io/,https://github.com/kotest/kotest,2017,https://alion.io/jobs/kotest?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1287,107,1,Detekt,Kotlin,"Static analysis tool",https://detekt.dev/,https://github.com/detekt/detekt,2017,https://alion.io/jobs/detekt?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1637,107,1,StateFlow,Kotlin,"Reactive state holder",https://developer.android.com/kotlin/flow/stateflow-and-sharedflow,https://github.com/kotlin/kotlinx.coroutines,2018,https://alion.io/jobs/stateflow?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1641,107,1,"Kotlin Flow",Kotlin,"Reactive stream API",https://kotlinlang.org/docs/flow.html,https://github.com/kotlin/kotlinx.coroutines,2018,https://alion.io/jobs/kotlin-flow?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2043,107,1,kotlinx.serialization,Kotlin,"Serialization library",,https://github.com/kotlin/kotlinx.serialization,2017,
2044,107,1,Koin,Kotlin,"Dependency injection framework",https://insert-koin.io/,https://github.com/insertkoinio/koin,2018,https://alion.io/jobs/koin?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2045,107,1,SQLDelight,Kotlin,"SQL generator library",https://cashapp.github.io/sqldelight/,https://github.com/cashapp/sqldelight,2018,https://alion.io/jobs/sqldelight?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2046,107,1,Coil,Kotlin,"Image loading library",https://coil-kt.github.io/coil/,https://github.com/coil-kt/coil,2020,https://alion.io/jobs/coil?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2047,107,1,OkHttp,Kotlin,"HTTP client",https://square.github.io/okhttp/,https://github.com/square/okhttp,2013,https://alion.io/jobs/okhttp?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2048,107,1,Dokka,Kotlin,"Documentation engine",https://kotlinlang.org/docs/dokka-introduction.html,https://github.com/kotlin/dokka,2018,
2049,107,1,Ktlint,Kotlin,"Linter and formatter",https://pinterest.github.io/ktlint/,https://github.com/pinterest/ktlint,2016,
2050,107,1,Http4k,Kotlin,"HTTP toolkit",https://www.http4k.org/,https://github.com/http4k/http4k,2017,
2051,107,1,Clikt,Kotlin,"CLI library",https://ajalt.github.io/clikt/,https://github.com/ajalt/clikt,2018,
2052,107,1,kotlinx.html,Kotlin,"HTML DSL",,https://github.com/kotlin/kotlinx.html,2017,
2053,107,1,Moshi,Kotlin,"JSON library",,https://github.com/square/moshi,2014,
2054,107,1,Mockito-Kotlin,Kotlin,"Mockito wrappers for Kotlin",,https://github.com/mockito/mockito-kotlin,2018,
2055,107,1,Decompose,Kotlin,"Lifecycle components library",https://arkivanov.github.io/decompose/,https://github.com/arkivanov/decompose,2020,
2057,107,1,KSP,Kotlin,"Compiler plugin API",https://kotlinlang.org/docs/ksp-overview.html,https://github.com/google/ksp,2019,
2058,107,1,Kotlin-Logging,Kotlin,"Logging library",,https://github.com/oshai/kotlin-logging,2019,
2059,107,1,Kermit,Kotlin,"Multiplatform logging library",https://kermit.touchlab.co/,https://github.com/touchlab/kermit,2021,
2060,107,1,Voyager,Kotlin,"Navigation library",https://voyager.adriel.cafe/,https://github.com/adrielcafe/voyager,2021,
2061,107,1,Moko-Resources,Kotlin,"Multiplatform resources library",,https://github.com/icerockdev/moko-resources,2020,
2062,107,1,"Paging Library",Kotlin,"Data paging library",https://developer.android.com/topic/libraries/architecture/paging/v3-overview,https://github.com/androidx/androidx,2018,
547,111,1,Sinatra,Ruby,"Ruby web microframework",https://sinatrarb.com/,https://github.com/sinatra/sinatra,2007,https://alion.io/jobs/sinatra?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
661,111,1,"Ruby on Rails",Ruby,"Ruby web framework",https://rubyonrails.org/,https://github.com/rails/rails,2004,https://alion.io/jobs/ruby-on-rails?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
948,111,1,Grape,Ruby,"Ruby API framework",https://www.ruby-grape.org/,https://github.com/ruby-grape/grape,2010,
961,111,1,RSpec,Ruby,"Ruby testing framework",https://rspec.info/,https://github.com/rspec/rspec,2005,https://alion.io/jobs/rspec?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2382,111,1,Devise,Ruby,"Authentication solution",https://rubygems.org/gems/devise,https://github.com/heartcombo/devise,2009,
2383,111,1,Sidekiq,Ruby,"Background processing",https://sidekiq.org/,https://github.com/mperham/sidekiq,2012,https://alion.io/jobs/sidekiq?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2384,111,1,ActiveAdmin,Ruby,"Administration framework",https://activeadmin.info/,https://github.com/activeadmin/activeadmin,2011,
2385,111,1,Capybara,Ruby,"Web acceptance testing",https://teamcapybara.github.io/capybara/,https://github.com/teamcapybara/capybara,2009,https://alion.io/jobs/capybara?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2386,111,1,RuboCop,Ruby,"Static code analyzer",https://rubocop.org/,https://github.com/rubocop/rubocop,2012,
2387,111,1,Faraday,Ruby,"HTTP client library",https://lostisland.github.io/faraday/,https://github.com/lostisland/faraday,2009,
2388,111,1,"Factory Bot",Ruby,"Test data generator",https://rubygems.org/gems/factory_bot,https://github.com/thoughtbot/factory_bot,2008,
2389,111,1,Puma,Ruby,"Concurrent web server",https://puma.io/,https://github.com/puma/puma,2011,
2390,111,1,Capistrano,Ruby,"Remote server automation",https://capistranorb.com/,https://github.com/capistrano/capistrano,2006,
2391,111,1,Kaminari,Ruby,"Pagination library",https://rubygems.org/gems/kaminari,https://github.com/kaminari/kaminari,2011,
2392,111,1,Shrine,Ruby,"File upload toolkit",https://shrinerb.com/,https://github.com/shrinerb/shrine,2015,
2393,111,1,Hotwire,Ruby,"Modern web framework",https://hotwired.dev/,https://github.com/hotwired/hotwire,2021,https://alion.io/jobs/hotwire?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2394,111,1,Turbo,Ruby,"Speed-enhancing library",https://turbo.hotwired.dev/,https://github.com/hotwired/turbo,2021,
2395,111,1,Stimulus,Ruby,"JavaScript UI framework",https://stimulus.hotwired.dev/,https://github.com/hotwired/stimulus,2018,https://alion.io/jobs/stimulus?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2396,111,1,ViewComponent,Ruby,"Reusable UI components",https://viewcomponent.org/,https://github.com/github/view_component,2019,
2397,111,1,Dry-rb,Ruby,"Modular Ruby libraries",https://dry-rb.org/,https://github.com/dry-rb/dry-rb,2015,
2398,111,1,Jekyll,Ruby,"Static site generator",https://jekyllrb.com/,https://github.com/jekyll/jekyll,2008,
2399,111,1,Pundit,Ruby,"Authorization library",https://rubygems.org/gems/pundit,https://github.com/varvet/pundit,2012,
2400,111,1,Brakeman,Ruby,"Vulnerability scanner",https://brakemanscanner.org/,https://github.com/presidentbeef/brakeman,2011,
2890,111,1,Minitest,Ruby,"Ruby testing suite",https://rubygems.org/gems/minitest,https://github.com/minitest/minitest,2008,https://alion.io/jobs/minitest?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2891,111,1,Sorbet,Ruby,"Static type checker",https://sorbet.org/,https://github.com/sorbet/sorbet,2019,
2102,113,1,"Sui Framework",Move,"Blockchain framework",https://sui.io/,https://github.com/mystenlabs/sui,2022,
2103,113,1,"Aptos Framework",Move,"Blockchain framework",https://aptos.dev/,https://github.com/aptos-labs/aptos-core,2022,
2104,113,1,"Move Standard Library",Move,"Language library",,https://github.com/move-language/move/tree/main/language/move-stdlib,2019,
2105,113,1,"Move Prover",Move,"Verification tool",https://move-language.com/docs/move-prover,,2020,
2106,113,1,"Aptos CLI",Move,"Development tool",https://aptos.dev/tools/aptos-cli,https://github.com/aptos-labs/aptos-core,2022,
2107,113,1,"Sui CLI",Move,"Development tool",https://docs.sui.io/references/cli,https://github.com/mystenlabs/sui,2022,
2108,113,1,"Aptos TypeScript SDK",Move,"Client SDK",,https://github.com/aptos-labs/aptos-ts-sdk,2022,
2109,113,1,"Sui TypeScript SDK",Move,"Client SDK",,https://github.com/mystenlabs/sui/tree/main/sdk/typescript,2022,
2110,113,1,"Move Analyzer",Move,"Development tool",,https://github.com/move-language/move-analyzer,2021,
2111,113,1,"DeepBook SDK",Move,"Liquidity protocol SDK",,https://github.com/mystenlabs/sui/tree/main/crates/sui-deepbook,2023,
2112,113,1,"Cetus SDK",Move,"DEX SDK",https://cetus.zone/,https://github.com/cetus-protocol/cetus-clmm-sui-sdk,2023,
2113,113,1,"Scallop SDK",Move,"Lending SDK",https://scallop.io/,https://github.com/scallop-io/sui-sdk,2023,
2114,113,1,"NAVI Protocol SDK",Move,"Lending SDK",https://naviprotocol.io/,https://github.com/naviprotocol/navi-sdk,2023,
2115,113,1,"Aptos Token Standard",Move,"Token protocol",https://aptos.dev/standards/digital-asset,,2022,
2116,113,1,"Sui Kiosk",Move,"Commerce library",https://docs.sui.io/build/sui-kiosk,,2023,
2117,113,1,"Movement SDK",Move,"Network SDK",https://movementnetwork.xyz/,,2024,
2118,113,1,"Switchboard Move SDK",Move,"Oracle SDK",https://switchboard.xyz/,https://github.com/switchboard-xyz/sbv2-move,2023,
2119,113,1,"Pyth Aptos SDK",Move,"Oracle SDK",https://pyth.network/,https://github.com/pyth-network/pyth-sdk-rs,2022,
2120,113,1,"Liquidswap SDK",Move,"DEX SDK",https://liquidswap.com/,https://github.com/pontem-network/liquidswap,2022,
2121,113,1,"Thala Move SDK",Move,"DeFi SDK",https://www.thala.fi/,https://github.com/thala-labs/thala-modules-aptos,2023,
739,114,1,GTK,C,"GUI toolkit",https://www.gtk.org/,https://github.com/gnome/gtk,1998,https://alion.io/jobs/gtk?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
745,114,1,libuv,C,"Asynchronous I/O library",https://libuv.org/,https://github.com/libuv/libuv,2011,https://alion.io/jobs/libuv?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
748,114,1,zlib,C,"Data compression library",https://zlib.net/,https://github.com/madler/zlib,1995,
750,114,1,SDL,C,"Multimedia development library",https://www.libsdl.org/,https://github.com/libsdl-org/sdl,1998,https://alion.io/jobs/sdl?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1339,114,1,libpcap,C,"Packet capture library",https://www.tcpdump.org/,https://github.com/the-tcpdump-group/libpcap,1994,https://alion.io/jobs/libpcap?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1905,114,1,FFmpeg,C,"Multimedia framework",https://ffmpeg.org/,https://github.com/ffmpeg/ffmpeg,2000,https://alion.io/jobs/ffmpeg?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1906,114,1,Pthreads,C,"POSIX threading library",https://pubs.opengroup.org/onlinepubs/9699919799/basedefs/pthread.h.html,,1995,https://alion.io/jobs/pthreads?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1907,114,1,ZeroMQ,C,"High-performance messaging library",https://zeromq.org/,https://github.com/zeromq/libzmq,2010,https://alion.io/jobs/zeromq?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1908,114,1,libcurl,C,"Data transfer library",https://curl.se/libcurl/,https://github.com/curl/curl,1998,https://alion.io/jobs/libcurl?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1909,114,1,"Mbed TLS",C,"Embedded SSL/TLS library",https://www.trustedfirmware.org/projects/mbed-tls/,https://github.com/mbed-tls/mbedtls,2006,
1912,114,1,Vulkan,C,"Graphics and compute API",https://www.vulkan.org/,https://github.com/khronosgroup/vulkan-docs,2016,
1915,114,1,MPI,C,"Parallel programming interface",https://www.mpi-forum.org/,,1994,https://alion.io/jobs/mpi?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1916,114,1,PCRE,C,"Regular expression library",https://www.pcre.org/,https://github.com/pcre2project/pcre2,1997,
1919,114,1,jemalloc,C,"Scalable memory allocator",http://jemalloc.net/,https://github.com/jemalloc/jemalloc,2005,
1920,114,1,Hiredis,C,"Redis client library",,https://github.com/redis/hiredis,2010,
2562,114,1,GCC,C,"C compiler",https://gcc.gnu.org/,https://github.com/gcc-mirror/gcc,1987,https://alion.io/jobs/gcc?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2563,114,1,"GNU Make",C,"Build automation tool",https://www.gnu.org/software/make/,https://github.com/mirror/make,1988,https://alion.io/jobs/gnu-make?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2564,114,1,Valgrind,C,"Memory debugging tool",https://valgrind.org/,https://github.com/valgrind-mirror/valgrind,2002,https://alion.io/jobs/valgrind?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2565,114,1,"GNU Autotools",C,"Build system suite",https://www.gnu.org/software/automake/,,1991,
2566,114,1,"Meson Build System",C,"Modern build tool",https://mesonbuild.com/,https://github.com/mesonbuild/meson,2013,
2567,114,1,"Ninja Build",C,"Small build system",https://ninja-build.org/,https://github.com/ninja-build/ninja,2011,
2569,114,1,"Embedded C",C,"Programming for embedded systems",,,1999,https://alion.io/jobs/embedded-c?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2570,114,1,Unity,C,"C unit testing framework",http://www.throwtheswitch.org/unity,https://github.com/throwtheswitch/unity,2010,https://alion.io/jobs/unity?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2574,114,1,U-Boot,C,"Universal Boot Loader",https://www.denx.de/wiki/u-boot,https://github.com/u-boot/u-boot,2000,https://alion.io/jobs/u-boot?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2580,114,1,GObject,C,"C object system",https://docs.gtk.org/gobject/,https://github.com/gnome/glib,2002,
199,115,1,.NET,C#,"Software development platform",https://dotnet.microsoft.com/,https://github.com/dotnet/core,2002,
881,115,1,"ASP.NET Core",C#,"Web application framework",https://dotnet.microsoft.com/apps/aspnet,https://github.com/dotnet/aspnetcore,2016,https://alion.io/jobs/asp-net-core?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1255,115,1,"Entity Framework Core",C#,"Object-Relational Mapper",https://learn.microsoft.com/ef/core/,https://github.com/dotnet/efcore,2016,https://alion.io/jobs/entity-framework-core?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1256,115,1,Blazor,C#,"Client-side web UI framework",https://dotnet.microsoft.com/apps/aspnet/web-apps/blazor,https://github.com/dotnet/aspnetcore,2018,https://alion.io/jobs/blazor?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1259,115,1,Serilog,C#,"Structured logging library",https://serilog.net/,https://github.com/serilog/serilog,2013,https://alion.io/jobs/serilog?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1260,115,1,AutoMapper,C#,"Convention-based object mapper",https://automapper.org/,https://github.com/automapper/automapper,2009,https://alion.io/jobs/automapper?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1261,115,1,SignalR,C#,"Real-time web functionality",https://dotnet.microsoft.com/apps/aspnet/signalr,https://github.com/dotnet/aspnetcore,2011,https://alion.io/jobs/signalr?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1262,115,1,IdentityServer,C#,"OpenID Connect and OAuth 2.0",https://duendesoftware.com/products/identityserver,https://github.com/duendesoftware/identityserver,2013,https://alion.io/jobs/identityserver?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1263,115,1,MediatR,C#,"Mediator pattern implementation",,https://github.com/jbogard/mediatr,2015,https://alion.io/jobs/mediatr?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1264,115,1,Polly,C#,"Resilience and fault-handling",https://www.thepollyproject.org/,https://github.com/app-vnext/polly,2013,https://alion.io/jobs/polly?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1265,115,1,Dapper,C#,"Micro-ORM for .NET",https://stackexchange.github.io/dapper/,https://github.com/stackexchange/dapper,2011,https://alion.io/jobs/dapper?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1269,115,1,"gRPC for .NET",C#,"High-performance RPC framework",https://grpc.io/docs/languages/dotnet/,https://github.com/grpc/grpc-dotnet,2019,https://alion.io/jobs/grpc-for-net?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1923,115,1,WPF,C#,"Windows desktop UI framework",https://learn.microsoft.com/dotnet/desktop/wpf/,https://github.com/dotnet/wpf,2006,https://alion.io/jobs/wpf?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1925,115,1,xUnit,C#,"Unit testing framework",https://xunit.net/,https://github.com/xunit/xunit,2007,https://alion.io/jobs/xunit?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1926,115,1,Moq,C#,"Mocking library for .NET",,https://github.com/moq/moq4,2007,https://alion.io/jobs/moq?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1927,115,1,Hangfire,C#,"Background job processing",https://www.hangfire.io/,https://github.com/hangfireio/hangfire,2014,https://alion.io/jobs/hangfire?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1928,115,1,FluentValidation,C#,"Validation library for .NET",https://fluentvalidation.net/,https://github.com/fluentvalidation/fluentvalidation,2008,https://alion.io/jobs/fluentvalidation?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1929,115,1,BenchmarkDotNet,C#,"Benchmarking library for .NET",https://benchmarkdotnet.org/,https://github.com/dotnet/benchmarkdotnet,2015,
1930,115,1,MassTransit,C#,"Distributed application framework",https://masstransit.io/,https://github.com/masstransit/masstransit,2008,https://alion.io/jobs/masstransit?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1933,115,1,"Microsoft Orleans",C#,"Distributed actor model framework",https://learn.microsoft.com/dotnet/orleans/,https://github.com/dotnet/orleans,2014,https://alion.io/jobs/microsoft-orleans?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1934,115,1,Avalonia,C#,"Cross-platform XAML framework",https://avaloniaui.net/,https://github.com/avaloniaui/avalonia,2014,https://alion.io/jobs/avalonia?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1942,115,1,Refit,C#,"Type-safe REST library",,https://github.com/reactiveui/refit,2013,https://alion.io/jobs/refit?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2632,115,1,Steeltoe,C#,"Cloud-native .NET library",https://steeltoe.io/,https://github.com/steeltoeoss/steeltoe,2017,
2634,115,1,HotChocolate,C#,"GraphQL server for .NET",https://chillicream.com/docs/hotchocolate,https://github.com/chillicream/hotchocolate,2019,
623,116,1,Conan,C++,"C++ package manager",https://conan.io/,https://github.com/conan-io/conan,2016,https://alion.io/jobs/conan?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
658,116,1,Asio,C++,"Networking library",https://think-async.com/asio/,https://github.com/chriskohlhoff/asio,2003,https://alion.io/jobs/asio?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
660,116,1,JUCE,C++,"Audio framework",https://juce.com/,https://github.com/juce-framework/juce,2004,https://alion.io/jobs/juce?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1241,116,1,Boost,C++,"C++ libraries collection",https://www.boost.org/,https://github.com/boostorg/boost,1999,
1242,116,1,CMake,C++,"Build system generator",https://cmake.org/,https://github.com/kitware/cmake,2000,https://alion.io/jobs/cmake?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1243,116,1,"Google Test",C++,"Testing framework",https://google.github.io/googletest/,https://github.com/google/googletest,2008,https://alion.io/jobs/google-test?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1244,116,1,POCO,C++,"Enterprise libraries",https://pocoproject.org/,https://github.com/pocoproject/poco,2005,
1245,116,1,Eigen,C++,"Linear algebra library",https://eigen.tuxfamily.org/,https://github.com/libeigen/eigen,2008,https://alion.io/jobs/eigen?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1246,116,1,TBB,C++,"Parallel programming",https://www.oneapi.io/elements/onetbb/,https://github.com/oneapi-src/onetbb,2006,https://alion.io/jobs/tbb?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1248,116,1,Protobuf,C++,"Serialization protocol",https://protobuf.dev/,https://github.com/protocolbuffers/protobuf,2008,https://alion.io/jobs/protobuf?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1944,116,1,"TensorFlow C++",C++,"Machine learning API",https://www.tensorflow.org/install/lang_cpp,https://github.com/tensorflow/tensorflow,2015,https://alion.io/jobs/tensorflow-c?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1945,116,1,"PyTorch C++",C++,"Deep learning framework",https://pytorch.org/cppdocs/,https://github.com/pytorch/pytorch,2018,https://alion.io/jobs/pytorch-c?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1946,116,1,OpenGL,C++,"Graphics API",https://www.opengl.org/,,1992,https://alion.io/jobs/opengl?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1947,116,1,SFML,C++,"Multimedia library",https://www.sfml-dev.org/,https://github.com/sfml/sfml,2007,
1948,116,1,nlohmann/json,C++,"JSON for Modern C++",https://json.nlohmann.me/,https://github.com/nlohmann/json,2013,
1951,116,1,LLVM,C++,"Compiler infrastructure",https://llvm.org/,https://github.com/llvm/llvm-project,2003,https://alion.io/jobs/llvm?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1959,116,1,DirectX,C++,"Graphics API",https://learn.microsoft.com/en-us/windows/win32/directx,https://github.com/microsoft/directx-headers,1995,https://alion.io/jobs/directx?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2652,116,1,Abseil,C++,"Common C++ code",https://abseil.io/,https://github.com/abseil/abseil-cpp,2017,
2653,116,1,Folly,C++,"Performance library",,https://github.com/facebook/folly,2012,
2654,116,1,fmt,C++,"Formatting library",https://fmt.dev/,https://github.com/fmtlib/fmt,2012,
2655,116,1,spdlog,C++,"Logging library",,https://github.com/gabime/spdlog,2014,
2657,116,1,VCPKG,C++,"C++ library manager",https://vcpkg.io/,https://github.com/microsoft/vcpkg,2016,
2662,116,1,Doxygen,C++,"Documentation tool",https://www.doxygen.nl/,https://github.com/doxygen/doxygen,1997,https://alion.io/jobs/doxygen?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2779,116,1,STL,C++,"Standard Template Library",https://en.cppreference.com/w/cpp/standard_library,,1994,https://alion.io/jobs/stl?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2780,116,1,Qt,C++,"Cross-platform GUI framework",https://www.qt.io/,https://github.com/qt/qt5,1995,https://alion.io/jobs/qt?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2692,117,1,Riverpod,Dart,"Reactive state management",https://riverpod.dev/,https://github.com/rrousselgit/riverpod,2020,https://alion.io/jobs/riverpod?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2693,117,1,Bloc,Dart,"Business Logic Component",https://bloclibrary.dev/,https://github.com/felangel/bloc,2018,https://alion.io/jobs/bloc?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2694,117,1,Provider,Dart,"Dependency injection library",https://pub.dev/packages/provider,https://github.com/rrousselgit/provider,2018,
2695,117,1,Dio,Dart,"HTTP client library",https://pub.dev/packages/dio,https://github.com/cfug/dio,2018,
2696,117,1,Drift,Dart,"Reactive persistence library",https://drift.simonbinder.eu/,https://github.com/simolus3/drift,2019,
2697,117,1,GetX,Dart,"Mini-framework for Flutter",https://pub.dev/packages/get,https://github.com/jonataslaw/getx,2020,https://alion.io/jobs/getx?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2698,117,1,Freezed,Dart,"Code generation tool",https://pub.dev/packages/freezed,https://github.com/rrousselgit/freezed,2020,
2699,117,1,Json_serializable,Dart,"JSON serialization tool",https://pub.dev/packages/json_serializable,https://github.com/google/json_serializable.dart,2017,
2700,117,1,Get_it,Dart,"Service locator library",https://pub.dev/packages/get_it,https://github.com/fluttercommunity/get_it,2018,https://alion.io/jobs/get-it?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2701,117,1,Auto_route,Dart,"Strongly-typed routing library",https://autoroute.vercel.app/,https://github.com/milad-akbari/auto_route_library,2019,
2702,117,1,Go_router,Dart,"Declarative routing library",https://pub.dev/packages/go_router,https://github.com/flutter/packages/tree/main/packages/go_router,2021,https://alion.io/jobs/go-router?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2703,117,1,Shelf,Dart,"Web server middleware",https://pub.dev/packages/shelf,https://github.com/dart-lang/shelf,2014,
2704,117,1,Serverpod,Dart,"Full-stack Dart framework",https://serverpod.dev/,https://github.com/serverpod/serverpod,2022,
2705,117,1,"Dart Frog",Dart,"Backend micro-framework",https://dartfrog.vgv.dev/,https://github.com/verygoodopensource/dart_frog,2022,
2706,117,1,Isar,Dart,"NoSQL database library",https://isar.dev/,https://github.com/isar/isar,2021,
2707,117,1,Dartz,Dart,"Functional programming library",https://pub.dev/packages/dartz,https://github.com/spebbe/dartz,2017,
2708,117,1,MobX,Dart,"State management library",https://mobx.netlify.app/,https://github.com/mobxjs/mobx.dart,2019,
2709,117,1,Mocktail,Dart,"Mocking library for testing",https://pub.dev/packages/mocktail,https://github.com/felangel/mocktail,2020,
2710,117,1,Patrol,Dart,"UI testing framework",https://patrol.leancode.co/,https://github.com/leancodepl/patrol,2022,
2711,117,1,"Flutter Hooks",Dart,"React-like hooks for Flutter",https://pub.dev/packages/flutter_hooks,https://github.com/rrousselgit/flutter_hooks,2019,
1322,118,1,OTP,Erlang,"Application framework",https://www.erlang.org/,https://github.com/erlang/otp,1996,
1323,118,1,Cowboy,Erlang,"Web server",https://ninenines.eu/docs/en/cowboy/,https://github.com/ninenines/cowboy,2011,
1324,118,1,Ranch,Erlang,"Socket acceptor pool",https://ninenines.eu/docs/en/ranch/,https://github.com/ninenines/ranch,2012,
1327,118,1,EUnit,Erlang,"Unit testing framework",https://www.erlang.org/doc/apps/eunit/index.html,https://github.com/erlang/otp/tree/master/lib/eunit,2004,
1328,118,1,"Common Test",Erlang,"Testing framework",https://www.erlang.org/doc/apps/common_test/index.html,https://github.com/erlang/otp/tree/master/lib/common_test,2003,
1329,118,1,PropEr,Erlang,"Property testing tool",https://proper-testing.github.io/,https://github.com/proper-testing/proper,2010,
2003,118,1,Rebar3,Erlang,"Build tool",https://rebar3.org/,https://github.com/erlang/rebar3,2014,
2004,118,1,Dialyzer,Erlang,"Static analysis tool",https://www.erlang.org/doc/apps/dialyzer/index.html,https://github.com/erlang/otp/tree/master/lib/dialyzer,2007,
2005,118,1,Lager,Erlang,"Logging framework",https://hex.pm/packages/lager,https://github.com/erlang-lager/lager,2011,
2006,118,1,Recon,Erlang,"Diagnostic tool",https://ferd.github.io/recon/,https://github.com/ferd/recon,2013,
2007,118,1,Relx,Erlang,"Release tool",https://hex.pm/packages/relx,https://github.com/erlang/relx,2012,
2008,118,1,Gun,Erlang,"HTTP client",https://ninenines.eu/docs/en/gun/,https://github.com/ninenines/gun,2014,
2009,118,1,Hackney,Erlang,"HTTP client",https://hex.pm/packages/hackney,https://github.com/benoitc/hackney,2012,
2010,118,1,Poolboy,Erlang,"Worker pool manager",https://hex.pm/packages/poolboy,https://github.com/devinus/poolboy,2011,
2013,118,1,Gproc,Erlang,"Process registry",https://hex.pm/packages/gproc,https://github.com/uwiger/gproc,2007,
2014,118,1,Meck,Erlang,"Mocking library",https://hex.pm/packages/meck,https://github.com/eproxus/meck,2010,
2017,118,1,Erlang.mk,Erlang,"Build tool",https://erlang.mk/,https://github.com/ninenines/erlang.mk,2013,
2018,118,1,Prometheus.erl,Erlang,"Prometheus client",https://github.com/deadtrickster/prometheus.erl,https://github.com/deadtrickster/prometheus.erl,2016,
2020,118,1,amqp_client,Erlang,"RabbitMQ client",https://hex.pm/packages/amqp_client,https://github.com/rabbitmq/rabbitmq-erlang-client,2009,
2021,118,1,"Erlang LS",Erlang,"Language server",https://erlang-ls.github.io/,https://github.com/erlang-ls/erlang_ls,2019,
2022,118,1,Telemetry,Erlang,"Instrumentation library",https://hex.pm/packages/telemetry,https://github.com/beam-telemetry/telemetry,2018,
2904,118,1,Jiffy,Erlang,"JSON parser",https://hex.pm/packages/jiffy,https://github.com/davisp/jiffy,2011,
2905,118,1,JSX,Erlang,"JSON library",https://hex.pm/packages/jsx,https://github.com/talentdeficit/jsx,2010,
2906,118,1,EMQX,Erlang,"MQTT broker",https://www.emqx.io/,https://github.com/emqx/emqx,2013,
562,119,1,Servant,Haskell,"Type-safe web API library",https://www.servant.dev/,https://github.com/haskell-servant/servant,2014,
772,119,1,Yesod,Haskell,"Type-safe web framework",https://www.yesodweb.com/,https://github.com/yesodweb/yesod,2010,
931,119,1,GHC,Haskell,"Haskell compiler",https://www.haskell.org/ghc/,https://github.com/ghc/ghc,1992,
932,119,1,Cabal,Haskell,"Haskell build tool",https://www.haskell.org/cabal/,https://github.com/haskell/cabal,2003,
933,119,1,Stack,Haskell,"Haskell project manager",https://docs.haskellstack.org/,https://github.com/commercialhaskell/stack,2015,
934,119,1,QuickCheck,Haskell,"Property-based testing library",https://hackage.haskell.org/package/QuickCheck,https://github.com/nick8325/quickcheck,1999,
935,119,1,Scotty,Haskell,"Lightweight web framework",https://hackage.haskell.org/package/scotty,https://github.com/scotty-web/scotty,2012,
936,119,1,Lens,Haskell,"Data manipulation library",https://hackage.haskell.org/package/lens,https://github.com/ekmett/lens,2012,
937,119,1,Aeson,Haskell,"JSON processing library",https://hackage.haskell.org/package/aeson,https://github.com/haskell/aeson,2011,
938,119,1,STM,Haskell,"Software Transactional Memory",https://hackage.haskell.org/package/stm,https://github.com/haskell/stm,2005,
939,119,1,Conduit,Haskell,"Streaming data library",https://hackage.haskell.org/package/conduit,https://github.com/snoyberg/conduit,2011,
942,119,1,Pandoc,Haskell,"Document conversion tool",https://pandoc.org/,https://github.com/jgm/pandoc,2006,
944,119,1,Megaparsec,Haskell,"Parser combinator library",https://hackage.haskell.org/package/megaparsec,https://github.com/mrkkrp/megaparsec,2015,
945,119,1,ByteString,Haskell,"Binary data library",https://hackage.haskell.org/package/bytestring,https://github.com/haskell/bytestring,2005,
2752,119,1,"Haskell Language Server",Haskell,"Haskell IDE support tool",https://haskell-language-server.readthedocs.io/,https://github.com/haskell/haskell-language-server,2020,
2753,119,1,IHP,Haskell,"Integrated Haskell Framework",https://ihp.digitallyinduced.com/,https://github.com/digitallyinduced/ihp,2020,
2754,119,1,Persistent,Haskell,"Type-safe database library",https://www.yesodweb.com/book/persistent,https://github.com/yesodweb/persistent,2010,
2755,119,1,Esqueleto,Haskell,"Type-safe SQL DSL",https://hackage.haskell.org/package/esqueleto,https://github.com/bitemyapp/esqueleto,2012,
2756,119,1,mtl,Haskell,"Monad Transformer Library",https://hackage.haskell.org/package/mtl,https://github.com/haskell/mtl,2004,
2757,119,1,Text,Haskell,"Efficient Unicode text library",https://hackage.haskell.org/package/text,https://github.com/haskell/text,2008,
2758,119,1,Hspec,Haskell,"BDD testing library",https://hspec.github.io/,https://github.com/hspec/hspec,2011,
2759,119,1,Amazonka,Haskell,"Haskell AWS SDK",https://amazonka.test.dev/,https://github.com/brendanhay/amazonka,2013,
2760,119,1,Cryptonite,Haskell,"Cryptography library",https://hackage.haskell.org/package/cryptonite,https://github.com/haskell-crypto/cryptonite,2015,
2761,119,1,Relude,Haskell,"Prelude replacement",https://relude.kowainik.com/,https://github.com/kowainik/relude,2018,
2762,119,1,Katip,Haskell,"Structured logging library",https://hackage.haskell.org/package/katip,https://github.com/soostone/katip,2016,
236,120,1,Nest.JS,"Node JS","Node.js framework",https://nestjs.com/,https://github.com/nestjs/nest,2017,https://alion.io/jobs/nest-js?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
369,120,1,Express,"Node JS","Node.js web framework",https://expressjs.com/,https://github.com/expressjs/express,2010,https://alion.io/jobs/express?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
377,120,1,Puppeteer,"Node JS","Browser automation library",https://pptr.dev/,https://github.com/puppeteer/puppeteer,2017,https://alion.io/jobs/puppeteer?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
401,120,1,Electron,"Node JS","Desktop application framework",https://www.electronjs.org/,https://github.com/electron/electron,2013,https://alion.io/jobs/electron?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
600,120,1,Discord.js,"Node JS","Discord API library",https://discord.js.org/,https://github.com/discordjs/discord.js,2015,
720,120,1,Bcrypt,"Node JS","Password hashing library",,https://github.com/kelektiv/node.bcrypt.js,2010,
721,120,1,Koa.js,"Node JS","Node.js web framework",https://koajs.com/,https://github.com/koajs/koa,2013,https://alion.io/jobs/koa-js?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
722,120,1,Hapi.js,"Node JS","Node.js framework",https://hapi.dev/,https://github.com/hapijs/hapi,2011,https://alion.io/jobs/hapi-js?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
723,120,1,Fastify,"Node JS","Node.js web framework",https://www.fastify.io/,https://github.com/fastify/fastify,2016,https://alion.io/jobs/fastify?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
724,120,1,LoopBack,"Node JS","Node.js API framework",https://loopback.io/,https://github.com/loopbackio/loopback-next,2013,
725,120,1,Prisma,"Node JS","Node.js and TypeScript ORM",https://www.prisma.io/,https://github.com/prisma/prisma,2019,https://alion.io/jobs/prisma?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
726,120,1,Joi,"Node JS","Data validation library",https://joi.dev/,https://github.com/hapijs/joi,2012,
727,120,1,Winston,"Node JS","Node.js logging library",,https://github.com/winstonjs/winston,2011,https://alion.io/jobs/winston?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
728,120,1,Multer,"Node JS","File upload middleware",,https://github.com/expressjs/multer,2014,
2867,120,1,Mongoose,"Node JS","MongoDB ODM for Node.js",https://mongoosejs.com/,https://github.com/automattic/mongoose,2010,https://alion.io/jobs/mongoose?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2868,120,1,Sequelize,"Node JS","SQL ORM for Node.js",https://sequelize.org/,https://github.com/sequelize/sequelize,2011,https://alion.io/jobs/sequelize?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2869,120,1,Strapi,"Node JS","Open-source headless CMS",https://strapi.io/,https://github.com/strapi/strapi,2015,https://alion.io/jobs/strapi?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2870,120,1,Passport.js,"Node JS","Authentication middleware",https://www.passportjs.org/,https://github.com/jaredhanson/passport,2011,
2871,120,1,Axios,"Node JS","HTTP client library",https://axios-http.com/,https://github.com/axios/axios,2014,https://alion.io/jobs/axios?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2872,120,1,BullMQ,"Node JS","Message queue for Node.js",https://bullmq.io/,https://github.com/taskforcesh/bullmq,2020,https://alion.io/jobs/bullmq?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2873,120,1,TypeORM,"Node JS","TypeScript ORM library",https://typeorm.io/,https://github.com/typeorm/typeorm,2016,https://alion.io/jobs/typeorm?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2874,120,1,PM2,"Node JS","Node.js process manager",https://pm2.io/,https://github.com/unitech/pm2,2013,https://alion.io/jobs/pm2?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2875,120,1,Helmet,"Node JS","Security middleware",https://helmetjs.github.io/,https://github.com/helmetjs/helmet,2012,
2876,120,1,Dotenv,"Node JS","Environment variable loader",,https://github.com/motdotla/dotenv,2013,
2877,120,1,Morgan,"Node JS","HTTP request logger",,https://github.com/expressjs/morgan,2014,
3144,120,1,Knex.js,"Node JS","SQL query builder",https://knexjs.org/,https://github.com/knex/knex,2013,https://alion.io/jobs/knex-js?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3145,120,1,AdonisJS,"Node JS","Web framework",https://adonisjs.com/,https://github.com/adonisjs/core,2015,
3146,120,1,Sharp,"Node JS","Image processing library",https://sharp.pixelplumbing.com/,https://github.com/lovell/sharp,2013,
3148,120,1,Nodemailer,"Node JS","Email sending library",https://nodemailer.com/,https://github.com/nodemailer/nodemailer,2010,
3149,120,1,InversifyJS,"Node JS","IoC container",https://inversify.io/,https://github.com/inversify/InversifyJS,2015,
3150,120,1,Cheerio,"Node JS","HTML parsing library",https://cheerio.js.org/,https://github.com/cheeriojs/cheerio,2011,
3151,120,1,Ioredis,"Node JS","Redis client library",https://github.com/luin/ioredis,https://github.com/luin/ioredis,2015,
3152,120,1,Pino,"Node JS","Logging library",https://getpino.io/,https://github.com/pinojs/pino,2016,
3153,120,1,Got,"Node JS","HTTP request library",https://github.com/sindresorhus/got,https://github.com/sindresorhus/got,2014,
346,121,1,"Play Framework",Scala,"Full-stack web framework",https://www.playframework.com/,https://github.com/playframework/playframework,2007,https://alion.io/jobs/play-framework?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1402,121,1,Akka,Scala,"Distributed computing toolkit",https://akka.io/,https://github.com/akka/akka,2009,https://alion.io/jobs/akka?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1403,121,1,Cats,Scala,"Functional programming abstractions",https://typelevel.org/cats/,https://github.com/typelevel/cats,2015,https://alion.io/jobs/cats?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1404,121,1,Scalaz,Scala,"Functional programming library",,https://github.com/scalaz/scalaz,2008,
1405,121,1,Slick,Scala,"Functional Relational Mapping",http://slick.lightbend.com/,https://github.com/slick/slick,2012,https://alion.io/jobs/slick?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1406,121,1,ZIO,Scala,"Functional effect system",https://zio.dev/,https://github.com/zio/zio,2017,https://alion.io/jobs/zio?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1407,121,1,Monix,Scala,"Asynchronous programming library",https://monix.io/,https://github.com/monix/monix,2014,
1408,121,1,Http4s,Scala,"Functional HTTP library",https://http4s.org/,https://github.com/http4s/http4s,2014,https://alion.io/jobs/http4s?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1409,121,1,Circe,Scala,"JSON library for Scala",https://circe.github.io/circe/,https://github.com/circe/circe,2015,https://alion.io/jobs/circe?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1410,121,1,Finagle,Scala,"Extensible RPC system",https://twitter.github.io/finagle/,https://github.com/twitter/finagle,2011,https://alion.io/jobs/finagle?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1412,121,1,Sangria,Scala,"GraphQL implementation for Scala",https://sangria-graphql.github.io/,https://github.com/sangria-graphql/sangria,2015,
1413,121,1,ScalaTest,Scala,"Testing framework for Scala",https://www.scalatest.org/,https://github.com/scalatest/scalatest,2008,https://alion.io/jobs/scalatest?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1414,121,1,Specs2,Scala,"Software specifications library",https://etorreborre.github.io/specs2/,https://github.com/etorreborre/specs2,2011,
1416,121,1,Doobie,Scala,"Pure functional JDBC layer",https://tpolecat.github.io/doobie/,https://github.com/tpolecat/doobie,2013,
1417,121,1,Breeze,Scala,"Numerical processing library",,https://github.com/scalanlp/breeze,2009,
1419,121,1,Alpakka,Scala,"Akka Streams connectors",https://doc.akka.io/docs/alpakka/current/,https://github.com/akka/alpakka,2016,
1420,121,1,Monocle,Scala,"Optics library for Scala",https://www.optics.dev/monocle/,https://github.com/optics-dev/monocle,2014,
1421,121,1,ScalaCheck,Scala,"Property-based testing",https://scalacheck.org/,https://github.com/typelevel/scalacheck,2007,
2907,121,1,"Apache Pekko",Scala,"Open-source distributed framework",https://pekko.apache.org/,https://github.com/apache/pekko,2022,https://alion.io/jobs/apache-pekko?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2908,121,1,"Cats Effect",Scala,"Asynchronous runtime for Cats",https://typelevel.org/cats-effect/,https://github.com/typelevel/cats-effect,2017,https://alion.io/jobs/cats-effect?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2909,121,1,FS2,Scala,"Functional streams for Scala",https://fs2.io/,https://github.com/typelevel/fs2,2015,
2910,121,1,Tapir,Scala,"Type-safe API endpoints",https://tapir.softwaremill.com/,https://github.com/softwaremill/tapir,2018,
2911,121,1,PureConfig,Scala,"Configuration loading library",https://pureconfig.github.io/,https://github.com/pureconfig/pureconfig,2015,
2912,121,1,Sttp,Scala,"The Scala HTTP client",https://sttp.softwaremill.com/,https://github.com/softwaremill/sttp,2017,
2913,121,1,Quill,Scala,"Language Integrated Query",https://getquill.io/,https://github.com/zio/zio-quill,2015,
383,122,1,RxSwift,Swift,"Reactive extensions",https://reactivex.io,https://github.com/reactivex/rxswift,2015,https://alion.io/jobs/rxswift?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
487,122,1,Kingfisher,Swift,"Swift image library",https://onevcat.github.io/kingfisher,https://github.com/onevcat/kingfisher,2015,https://alion.io/jobs/kingfisher?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
495,122,1,SnapKit,Swift,"Auto Layout DSL",http://snapkit.io,https://github.com/snapkit/snapkit,2015,https://alion.io/jobs/snapkit?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
883,122,1,Alamofire,Swift,"Swift networking library",https://alamofire.org,https://github.com/alamofire/alamofire,2014,https://alion.io/jobs/alamofire?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1622,122,1,"Swift Concurrency",Swift,"Modern concurrency model",https://docs.swift.org/swift-book/documentation/the-swift-programming-language/concurrency,https://github.com/apple/swift,2021,https://alion.io/jobs/swift-concurrency?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2783,122,1,Vapor,Swift,"Swift web framework",https://vapor.codes/,https://github.com/vapor/vapor,2016,
2785,122,1,Moya,Swift,"Network abstraction library",,https://github.com/moya/moya,2014,
2786,122,1,Swinject,Swift,"Dependency injection library",,https://github.com/swinject/swinject,2015,https://alion.io/jobs/swinject?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2787,122,1,Quick,Swift,"Swift testing framework",,https://github.com/quick/quick,2014,
2788,122,1,PromiseKit,Swift,"Asynchronous programming library",https://promisekit.org/,https://github.com/mxcl/promisekit,2014,
2789,122,1,Charts,Swift,"Data visualization library",,https://github.com/danielgindi/charts,2015,
2790,122,1,"Apollo iOS",Swift,"GraphQL client",https://www.apollographql.com/docs/ios/,https://github.com/apollographql/apollo-ios,2016,
2791,122,1,SwiftLint,Swift,"Static analysis tool",,https://github.com/realm/swiftlint,2015,https://alion.io/jobs/swiftlint?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2792,122,1,Carthage,Swift,"Decentralized dependency manager",,https://github.com/carthage/carthage,2014,
2793,122,1,SDWebImage,Swift,"Image loading library",,https://github.com/sdwebimage/sdwebimage,2009,
2794,122,1,SwiftyJSON,Swift,"JSON processing library",,https://github.com/swiftyjson/swiftyjson,2014,
2795,122,1,Hero,Swift,"UI transition library",,https://github.com/herotransitions/hero,2016,
2796,122,1,ReSwift,Swift,"State management library",,https://github.com/reswift/reswift,2015,
2797,122,1,SkeletonView,Swift,"UI loading placeholders",,https://github.com/juanpe/skeletonview,2017,
2798,122,1,Eureka,Swift,"Form builder for iOS",,https://github.com/xmartlabs/eureka,2015,
2799,122,1,Stevia,Swift,"Auto Layout DSL",,https://github.com/freshos/stevia,2015,
2800,122,1,Resolver,Swift,"Dependency injection library",,https://github.com/hmlonglo/resolver,2019,
2801,122,1,Factory,Swift,"Compile-safe dependency injection",,https://github.com/hmlonglo/factory,2022,
2802,122,1,Scade,Swift,"Cross-platform Swift framework",https://www.scade.io/,https://github.com/scade-platform/scade,2019,
2803,122,1,Hummingbird,Swift,"Web framework",https://hummingbird.codes/,https://github.com/hummingbird-project/hummingbird,2021,
2804,122,1,AsyncHTTPClient,Swift,"HTTP client for SwiftNIO",,https://github.com/swift-server/async-http-client,2019,
2805,122,1,GRDB.swift,Swift,"SQLite toolkit",,https://github.com/groue/grdb.swift,2015,
2806,122,1,SQLite.swift,Swift,"Type-safe SQLite wrapper",,https://github.com/stephencelis/sqlite.swift,2014,
2807,122,1,CryptoSwift,Swift,"Cryptography library",https://cryptoswift.io/,https://github.com/krzyzanowskim/cryptoswift,2014,
2142,125,1,Bun,Zig,"JavaScript runtime",https://bun.sh/,https://github.com/oven-sh/bun,2021,
2144,125,1,ZLS,Zig,"Language server",https://zigtools.org/zls/,https://github.com/zigtools/zls,2020,
2145,125,1,Mach,Zig,"Game engine",https://machengine.org/,https://github.com/hexops/mach,2021,
2146,125,1,Ghostty,Zig,"Terminal emulator",https://ghostty.org/,https://github.com/ghostty-org/ghostty,2024,
2147,125,1,River,Zig,"Wayland compositor",,https://github.com/riverwm/river,2020,
2148,125,1,Raylib-zig,Zig,"Graphics library",,https://github.com/not-nik/raylib-zig,2021,
2149,125,1,Zigmod,Zig,"Package manager",,https://github.com/nektro/zigmod,2020,
2150,125,1,JetZig,Zig,"Web framework",https://jetzig.dev/,https://github.com/jetzig/jetzig,2023,
2151,125,1,Zig-sqlite,Zig,"SQLite library",,https://github.com/vrischmann/zig-sqlite,2021,
2152,125,1,Zig-sdl2,Zig,"Media library",,https://github.com/masterq32/zig-sdl2,2021,
2153,125,1,Zig-network,Zig,"Networking library",,https://github.com/masterq32/zig-network,2020,
2154,125,1,Zig-gamedev,Zig,"Gamedev toolkit",,https://github.com/michal-z/zig-gamedev,2021,
2155,125,1,DuckDB-zig,Zig,"Analytical database",,https://github.com/marler8997/duckdb-zig,2022,
2156,125,1,Zylix,Zig,"UI framework",,https://github.com/zylix-os/zylix,2023,
2157,125,1,Zabi,Zig,"Web3 library",,https://github.com/stefan-muller/zabi,2024,
2158,125,1,Zig-jwt,Zig,"JWT library",,https://github.com/tiehuis/zig-jwt,2023,
2159,125,1,Nexlog,Zig,"Logging library",,https://github.com/z545n/nexlog,2024,
2160,125,1,Zargs,Zig,"Argument parser",,https://github.com/hejsil/zig-args,2023,
2161,125,1,Zine,Zig,"Static site generator",https://zine-ssg.io/,https://github.com/kristoff-it/zine,2023,
2202,127,1,Yul+,Yul,"Low-level dialect",,https://github.com/fuel-labs/yul-plus,2020,
2204,127,1,ETK,Yul,"EVM toolkit",,https://github.com/quilt/etk,2020,
2206,127,1,Yul-LSP,Yul,"Language server",,https://github.com/parsec-finance/yul-lsp,2022,
2207,127,1,Zul,Yul,"Experimental dialect",,,2021,
2208,127,1,Yultool,Yul,"Yul optimizer",,https://github.com/pventuzelo/yultool,2021,
2209,127,1,"EVM Assembler",Yul,"Low-level assembler",,https://github.com/somerest/evm-assembler,2017,
2213,127,1,Aiken,Yul,"Smart contract toolkit",https://aiken-lang.org/,https://github.com/aiken-lang/aiken,2022,
2214,127,1,Solc-select,Yul,"Compiler switcher",,https://github.com/crytic/solc-select,2019,
2215,127,1,Amarna,Yul,"Static analyzer",,https://github.com/crytic/amarna,2022,
2216,127,1,EVM.codes,Yul,"Interactive reference",https://www.evm.codes/,https://github.com/cometshock/evm.codes,2021,
2217,127,1,Hevm,Yul,"EVM debugger",,https://github.com/ethereum/hevm,2017,
2218,127,1,"Keccak256 Optimization",Yul,"Gas optimization technique",,,2017,
2219,127,1,"Assembly Scripting",Yul,"EVM automation",,,2017,
2220,127,1,"Solidity Optimizer",Yul,"Compiler component",https://docs.soliditylang.org/en/latest/internals/optimizer.html,https://github.com/ethereum/solidity,2015,
2221,127,1,"Foundry Cheatcodes",Yul,"Testing primitives",https://book.getfoundry.sh/cheatcodes/,https://github.com/foundry-rs/foundry,2021,
2302,128,1,Moccasin,Vyper,"Vyper development framework",,https://github.com/cyfrin/moccasin,2024,
2303,128,1,Titanoboa,Vyper,"Vyper interpreter and debugger",,https://github.com/vyperlang/titanoboa,2022,
2304,128,1,Snekmate,Vyper,"Vyper building blocks library",,https://github.com/pcaversaccio/snekmate,2022,
2305,128,1,Ape,Vyper,"Pythonic smart contract framework",https://apeworx.io/,https://github.com/apeworx/ape,2021,
2306,128,1,Vyper-lsp,Vyper,"Vyper Language Server",,https://github.com/vyperlang/vyper-lsp,2023,
2307,128,1,Wake,Vyper,"Security and testing framework",https://getwake.io/,https://github.com/ackee-blockchain/wake,2022,
2308,128,1,VVM,Vyper,"Vyper Version Manager",,https://github.com/vyperlang/vvm,2019,
2309,128,1,Dedaub,Vyper,"EVM security analysis tool",https://dedaub.com/,https://github.com/dedaub,2020,
2310,128,1,"Vyper Debugger",Vyper,"Source-level debugger for Vyper",,https://github.com/status-im/vyper-debug,2021,
2311,128,1,"Vyper Online",Vyper,"Web-based Vyper compiler",https://vyper.online/,,2018,
2312,128,1,VSCode-Vyper,Vyper,"VS Code extension for Vyper",,https://github.com/vyperlang/vscode-vyper,2018,
2313,128,1,Vim-Vyper,Vyper,"Vim plugin for Vyper",,https://github.com/vyperlang/vim-vyper,2018,
2314,128,1,SublimeEthereum,Vyper,"Sublime Text Ethereum support",,https://github.com/davidhq/sublime-ethereum,2018,
2315,128,1,Blackadder,Vyper,"Vyper analysis and testing tool",,https://github.com/mdehoog/blackadder,2023,
2316,128,1,"Curve Contracts",Vyper,"Stablecoin swap protocols in Vyper",,https://github.com/curvefi/curve-contract,2020,
2317,128,1,"Yearn Vaults",Vyper,"Yield optimization library",https://yearn.fi/,https://github.com/yearn/yearn-vaults,2020,
2318,128,1,Snek,Vyper,"Tiny Vyper helper CLI",,https://github.com/vyperlang/snek,2023,
2319,128,1,Vyper-merkle,Vyper,"Merkle Proof library for Vyper",,https://github.com/vyperlang/vyper-merkle,2022,
2320,128,1,"Offensive Vyper",Vyper,"Security training for Vyper",,https://github.com/shivguptax/offensive-vyper,2022,
2321,128,1,"Verified Vyper Contracts",Vyper,"Formally verified Vyper examples",,https://github.com/vyperlang/verified-contracts,2022,
2402,129,1,"SAP Fiori",ABAP,"UX design system",https://www.sap.com/products/technology-platform/fiori.html,,2013,https://alion.io/jobs/sap-fiori?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2403,129,1,"SAP UI5",ABAP,"JavaScript UI framework",https://ui5.sap.com/,https://github.com/sap/openui5,2013,https://alion.io/jobs/sap-ui5?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2404,129,1,"ABAP on HANA",ABAP,"Database optimization framework",https://community.sap.com/topics/abap/hana,,2013,https://alion.io/jobs/abap-on-hana?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2405,129,1,"ABAP RAP",ABAP,"RESTful development model",https://community.sap.com/topics/abap/rap,,2018,
2406,129,1,"CDS Views",ABAP,"Data modeling infrastructure",https://help.sap.com/viewer/923180ddb982408293a305393b905132/cloud/en-us/ef766946927a44f99589d97ee18635e8.html,,2014,https://alion.io/jobs/cds-views?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2407,129,1,"SAP Gateway",ABAP,"OData integration server",https://community.sap.com/topics/gateway,,2011,https://alion.io/jobs/sap-gateway?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2409,129,1,"SAP BTP",ABAP,"Cloud platform services",https://www.sap.com/products/technology-platform.html,,2021,https://alion.io/jobs/sap-btp?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2410,129,1,"SAP ADT",ABAP,"Eclipse-based IDE",https://tools.hana.ondemand.com/#abap,,2012,
2411,129,1,"ABAP Objects",ABAP,"Object-oriented ABAP extension",https://help.sap.com/doc/abapdocu_751_index_htm/7.51/en-us/abenabap_objects.htm,,2000,https://alion.io/jobs/abap-objects?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2412,129,1,"SAP Business Application Studio",ABAP,"Cloud-based IDE",https://www.sap.com/products/technology-platform/business-application-studio.html,,2020,
2413,129,1,"ABAP Unit",ABAP,"Unit testing framework",https://help.sap.com/viewer/c238d694b825421f940829322afd326a/7.5.19/en-us/491e3e7f015b4970e10000000a42189b.html,,2005,https://alion.io/jobs/abap-unit?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2414,129,1,"ABAP Test Cockpit",ABAP,"Static analysis tool",https://community.sap.com/topics/abap-test-cockpit,,2012,https://alion.io/jobs/abap-test-cockpit?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2415,129,1,"SAP OData",ABAP,"Data access protocol",https://community.sap.com/topics/gateway,,2011,https://alion.io/jobs/sap-odata?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2416,129,1,"Web Dynpro ABAP",ABAP,"Server-side UI framework",https://help.sap.com/viewer/753088fc00704d0a80e7fbd6803c8adb/7.5.21/en-us/4836603a167018f6e10000000a42189c.html,,2006,https://alion.io/jobs/web-dynpro-abap?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2417,129,1,"SAP Workflow",ABAP,"Business process automation",https://www.sap.com/products/technology-platform/process-automation.html,,1996,https://alion.io/jobs/sap-workflow?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2418,129,1,"SAP ALV",ABAP,"Grid display tool",https://help.sap.com/viewer/7b2e353f861e479c882d8c306d87e07b/7.50.0/en-us/4db79624534f555de10000000a42189b.html,,1999,
2419,129,1,"SAP BAPI",ABAP,"Business object interface",https://help.sap.com/viewer/7b2e353f861e479c882d8c306d87e07b/7.50.0/en-us/4db79624534f555de10000000a42189b.html,,1996,
2420,129,1,"SAP IDoc",ABAP,"Data exchange format",https://help.sap.com/viewer/b9f074d2847d4a27a294cf7b233a1835/7.50.9/en-us/4828b169557a36c5e10000000a42189d.html,,1993,https://alion.io/jobs/sap-idoc?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2421,129,1,"SAP Screen Personas",ABAP,"UI personalization tool",https://www.sap.com/products/technology-platform/screen-personas.html,,2013,
1308,130,1,AdaCrypto,Ada,"Cryptography library",,https://github.com/konrad-rieck/adacrypto,2011,
1309,130,1,Alire,Ada,"Package manager",https://alire.ada.dev/,https://github.com/alire-project/alire,2018,
1311,130,1,GNATcoll,Ada,"Component suite",,https://github.com/adacore/gnatcoll-core,2010,
1317,130,1,AdaUnit,Ada,"Unit testing framework",,https://github.com/adacore/adaunit,2005,
1963,130,1,GPRbuild,Ada,"Build tool",,https://github.com/adacore/gprbuild,2004,
1964,130,1,"Ada Web Server",Ada,"Web framework",,https://github.com/adacore/aws,2000,
1965,130,1,Libadalang,Ada,"Analysis library",,https://github.com/adacore/libadalang,2016,
1966,130,1,RecordFlux,Ada,"Binary protocol tool",,https://github.com/adacore/recordflux,2018,
1967,130,1,CodePeer,Ada,"Static analysis tool",https://www.adacore.com/codepeer,,2008,
1968,130,1,Langkit,Ada,"Parser generator",,https://github.com/adacore/langkit,2016,
1977,130,1,PolyORB,Ada,"Middleware suite",,https://github.com/adacore/polyorb,2000,
1978,130,1,"GNAT Studio",Ada,"Integrated Development Environment",,https://github.com/adacore/gnatstudio,2001,
1979,130,1,AUnit,Ada,"Unit testing library",,https://github.com/adacore/aunit,2000,
1982,130,1,"SPARK Pro",Ada,"Formal verification toolset",https://www.adacore.com/sparkpro,,2014,
1983,130,1,"GNAT Pro",Ada,"Development environment",https://www.adacore.com/gnatpro,,1994,
1985,130,1,"Ada Language Server",Ada,"LSP implementation",,https://github.com/adacore/ada_language_server,2018,
1986,130,1,QGen,Ada,"Code generator",https://www.adacore.com/qgen,,2014,
1987,130,1,GNATstack,Ada,"Stack analysis tool",https://www.adacore.com/gnatstack,,2010,
1988,130,1,GNATprove,Ada,"Verification backend",,https://github.com/adacore/spark2014,2013,
1989,130,1,GNATcoverage,Ada,"Code coverage tool",,https://github.com/adacore/gnatcoverage,2010,
1991,130,1,GNATcheck,Ada,"Coding standard tool",https://www.adacore.com/gnatpro/toolsuite/gnatcheck,,2006,
1993,130,1,GNATtest,Ada,"Test harness generator",,https://github.com/adacore/gnattest,2011,
1995,130,1,"Ada Driver Library",Ada,"Hardware drivers",,https://github.com/adacore/ada_driver_library,2016,
1998,130,1,Ahven,Ada,"Portable testing library",http://ahven.free-ada.org/,https://github.com/simonjwright/ahven,2007,
2921,130,1,Gnoga,Ada,"GUI framework",http://www.gnoga.com/,https://github.com/jeffrey-r-carter/gnoga,2015,
2162,131,1,"Lightning Web Components",Apex,"UI Framework",https://lwc.dev/,https://github.com/salesforce/lwc,2019,https://alion.io/jobs/lightning-web-components?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2163,131,1,"Salesforce CLI",Apex,"Development Tool",https://developer.salesforce.com/tools/salesforcecli,https://github.com/forcedotcom/cli,2017,https://alion.io/jobs/salesforce-cli?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2164,131,1,"Queueable Apex",Apex,"Asynchronous Processing",https://developer.salesforce.com/docs/atlas.en-us.apexcode.meta/apexcode/apex_queueable.htm,,2015,https://alion.io/jobs/queueable-apex?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2165,131,1,fflib-apex-common,Apex,"Apex Framework",,https://github.com/financialforcedotcom/fflib-apex-common,2014,
2166,131,1,"Einstein for Developers",Apex,"AI Assistant",https://developer.salesforce.com/tools/einstein-for-developers,,2023,
2167,131,1,"Salesforce Code Analyzer",Apex,"Static Analysis",https://forcedotcom.github.io/sfdx-scanner/,https://github.com/forcedotcom/sfdx-scanner,2022,
2168,131,1,ApexGuru,Apex,"Performance Tool",https://developer.salesforce.com/docs/atlas.en-us.apexguru.meta/apexguru/apexguru_intro.htm,,2024,
2169,131,1,Gearset,Apex,"DevOps Platform",https://gearset.com/,,2015,https://alion.io/jobs/gearset?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2170,131,1,Copado,Apex,"DevOps Platform",https://www.copado.com/,,2013,https://alion.io/jobs/copado?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2171,131,1,SOQL,Apex,"Query Language",https://developer.salesforce.com/docs/atlas.en-us.soql_sosl.meta/soql_sosl/sforce_api_calls_soql.htm,,2008,
2172,131,1,SOSL,Apex,"Search Language",https://developer.salesforce.com/docs/atlas.en-us.soql_sosl.meta/soql_sosl/sforce_api_calls_sosl.htm,,2008,
2173,131,1,MuleSoft,Apex,"Integration Platform",https://www.mulesoft.com/,https://github.com/mulesoft,2006,https://alion.io/jobs/mulesoft?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2174,131,1,"Salesforce Flow",Apex,"Declarative Automation",https://www.salesforce.com/products/platform/workflow/,,2012,https://alion.io/jobs/salesforce-flow?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2175,131,1,"Nebula Logger",Apex,"Logging Framework",,https://github.com/jongpie/nebulalogger,2020,
2176,131,1,Visualforce,Apex,"Web Framework",https://developer.salesforce.com/docs/atlas.en-us.pages.meta/pages/pages_intro.htm,,2008,https://alion.io/jobs/visualforce?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2177,131,1,"Aura Components",Apex,"UI Framework",https://developer.salesforce.com/docs/atlas.en-us.lightning.meta/lightning/intro_framework.htm,,2014,https://alion.io/jobs/aura-components?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2178,131,1,"SFDX Data Move Utility",Apex,"Data Tool",https://help.sfdmu.com/,https://github.com/forcedotcom/sfdmu,2019,
2179,131,1,CumulusCI,Apex,"Build Automation",https://cumulusci.readthedocs.io/,https://github.com/salesforcefoundation/cumulusci,2016,
2180,131,1,"Salesforce Data Cloud",Apex,"Data Platform",https://www.salesforce.com/products/data/,,2022,https://alion.io/jobs/salesforce-data-cloud?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2181,131,1,"Salesforce Industries",Apex,"Industry Solutions",https://www.salesforce.com/products/industries/,,2020,https://alion.io/jobs/salesforce-industries?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2422,132,1,NASM,Assembly,"Netwide Assembler",https://www.nasm.us/,https://github.com/netwide-assembler/nasm,1996,
2423,132,1,MASM,Assembly,"Microsoft Macro Assembler",https://learn.microsoft.com/en-us/cpp/assembler/masm/microsoft-macro-assembler-reference,,1981,
2424,132,1,GAS,Assembly,"GNU Assembler",https://www.gnu.org/software/binutils/,https://github.com/bminor/binutils-gdb,1986,
2425,132,1,FASM,Assembly,"Flat Assembler",https://flatassembler.net/,https://github.com/tgrysztar/fasm,1999,
2426,132,1,TASM,Assembly,"Turbo Assembler",,,1989,
2427,132,1,Yasm,Assembly,"Complete Rewrite of NASM",https://yasm.tortall.net/,https://github.com/yasm/yasm,2005,
2428,132,1,JWASM,Assembly,"MASM-compatible Assembler",https://jwasm.github.io/,https://github.com/jwasm/jwasm,2008,
2429,132,1,"Capstone Engine",Assembly,"Disassembly Framework",https://www.capstone-engine.org/,https://github.com/capstone-engine/capstone,2013,
2431,132,1,"Unicorn Engine",Assembly,"CPU Emulator Framework",https://www.unicorn-engine.org/,https://github.com/unicorn-engine/unicorn,2015,
2432,132,1,OllyDbg,Assembly,"32-bit x86 Debugger",http://www.ollydbg.de/,,2000,
2433,132,1,x64dbg,Assembly,"Open-source Binary Debugger",https://x64dbg.com/,https://github.com/x64dbg/x64dbg,2014,https://alion.io/jobs/x64dbg?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2434,132,1,WinDbg,Assembly,"Windows Kernel Debugger",https://learn.microsoft.com/en-us/windows-hardware/drivers/debugger/debugger-download-tools,,1999,https://alion.io/jobs/windbg?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2435,132,1,GDB,Assembly,"GNU Debugger",https://www.sourceware.org/gdb/,https://github.com/bminor/binutils-gdb,1986,
2436,132,1,"Binary Ninja",Assembly,"Reverse Engineering Platform",https://binary.ninja/,https://github.com/vector35/binaryninja-api,2016,https://alion.io/jobs/binary-ninja?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2437,132,1,"Cheat Engine",Assembly,"Memory Manipulation Tool",https://www.cheatengine.org/,https://github.com/cheat-engine/cheat-engine,2000,
2438,132,1,dnSpy,Assembly,"NET Assembly Editor",,https://github.com/dnspy/dnspy,2015,
2439,132,1,"Immunity Debugger",Assembly,"Exploit Development Debugger",https://www.immunityinc.com/products/debugger/,,2007,
2440,132,1,Hiew,Assembly,"Hacker's View Binary Editor",http://www.hiew.ru/,,1991,
2441,132,1,ILSpy,Assembly,"NET Decompiler",https://icsharpcode.github.io/ilspy/,https://github.com/icsharpcode/ilspy,2011,
2262,134,1,Scarb,Cairo,"Cairo package manager",https://docs.swmansion.com/scarb/,https://github.com/software-mansion/scarb,2022,
2263,134,1,"Starknet Foundry",Cairo,"Smart contract toolchain",https://foundry-rs.github.io/starknet-foundry/,https://github.com/foundry-rs/starknet-foundry,2023,
2264,134,1,Starknet.js,Cairo,"JavaScript SDK for Starknet",https://www.starknetjs.com/,https://github.com/starknet-io/starknet.js,2021,
2265,134,1,Dojo,Cairo,"Onchain game engine",https://www.dojoengine.org/,https://github.com/dojoengine/dojo,2022,
2266,134,1,"OpenZeppelin Cairo",Cairo,"Standard contract library",https://docs.openzeppelin.com/contracts-cairo/,https://github.com/openzeppelin/cairo-contracts,2021,
2267,134,1,Starkli,Cairo,"Starknet CLI tool",,https://github.com/xjonathanlei/starkli,2023,
2268,134,1,Starknet.py,Cairo,"Python SDK for Starknet",https://starknetpy.readthedocs.io/,https://github.com/software-mansion/starknet.py,2021,
2269,134,1,Starknet-rs,Cairo,"Rust SDK for Starknet",,https://github.com/xjonathanlei/starknet-rs,2021,
2270,134,1,Katana,Cairo,"Local development node",https://www.dojoengine.org/,https://github.com/dojoengine/dojo,2022,
2271,134,1,Sozo,Cairo,"Dojo deployment tool",https://www.dojoengine.org/,https://github.com/dojoengine/dojo,2022,
2272,134,1,"Cairo Language Server",Cairo,"IDE support tool",,https://github.com/software-mansion/cairo-language-server,2021,
2273,134,1,Alexandria,Cairo,"Cairo library collection",,https://github.com/keep-starknet-strange/alexandria,2022,
2274,134,1,"Starknet React",Cairo,"Frontend hook library",https://starknet-react.com/,https://github.com/apibara/starknet-react,2022,
2275,134,1,StarknetKit,Cairo,"Wallet connection library",,https://github.com/starknet-io/starknetkit,2023,
2276,134,1,Madara,Cairo,"Customizable Starknet sequencer",,https://github.com/madara-alliance/madara,2023,
2277,134,1,"Kakarot zkEVM",Cairo,"Ethereum compatibility layer",https://www.kakarot.org/,https://github.com/kkrt-labs/kakarot,2022,
2278,134,1,"Pragma Oracle",Cairo,"Decentralized oracle network",https://www.pragma.build/,https://github.com/astraly-labs/pragma-oracle,2022,
2279,134,1,"Starknet Devnet",Cairo,"Local testnet server",,https://github.com/0xspaceshard/starknet-devnet-rs,2022,
2280,134,1,Snforge,Cairo,"Foundry testing tool",https://foundry-rs.github.io/starknet-foundry/,https://github.com/foundry-rs/starknet-foundry,2023,
2281,134,1,"Braavos Wallet SDK",Cairo,"Wallet integration SDK",,https://github.com/mybraavos/braavos-wallet-sdk,2022,
2922,134,1,"Cairo Profiler",Cairo,"Performance analysis tool",,https://github.com/software-mansion/cairo-profiler,2023,
2923,134,1,"Cairo Lint",Cairo,"Code analysis tool",,https://github.com/software-mansion/cairo-lint,2023,
2924,134,1,Walnut,Cairo,"Transaction debugger",https://walnut.dev/,,2023,
2925,134,1,starknet.go,Cairo,"Go SDK for Starknet",,https://github.com/nethermindeth/starknet.go,2022,
2926,134,1,Herodotus,Cairo,"Storage proof infrastructure",https://www.herodotus.dev/,https://github.com/herodotus-dev,2022,
2442,136,1,Leiningen,Clojure,"Project automation tool",https://leiningen.org/,https://github.com/technomancy/leiningen,2009,
2443,136,1,Babashka,Clojure,"Scripting for Clojure",https://babashka.org/,https://github.com/babashka/babashka,2019,
2444,136,1,ClojureScript,Clojure,"Clojure to JS compiler",https://clojurescript.org/,https://github.com/clojure/clojurescript,2011,
2445,136,1,Ring,Clojure,"HTTP server library",https://clojars.org/ring,https://github.com/ring-clojure/ring,2009,
2446,136,1,Compojure,Clojure,"Routing library",https://clojars.org/compojure,https://github.com/weavejester/compojure,2009,
2447,136,1,Reagent,Clojure,"React wrapper library",https://reagent-project.github.io/,https://github.com/reagent-project/reagent,2013,
2448,136,1,re-frame,Clojure,"State management library",https://day8.github.io/re-frame/,https://github.com/day8/re-frame,2015,
2449,136,1,Datomic,Clojure,"Distributed database",https://www.datomic.com/,,2012,
2450,136,1,Luminus,Clojure,"Web framework",https://luminusweb.com/,https://github.com/luminus-framework/luminus,2013,
2451,136,1,HoneySQL,Clojure,"SQL generation library",https://clojars.org/honeysql,https://github.com/seancorfield/honeysql,2012,
2452,136,1,core.async,Clojure,"Async programming library",https://github.com/clojure/core.async,https://github.com/clojure/core.async,2013,
2453,136,1,Pedestal,Clojure,"Web services framework",http://pedestal.io/,https://github.com/pedestal/pedestal,2013,
2454,136,1,Hiccup,Clojure,"HTML rendering library",https://clojars.org/hiccup,https://github.com/weavejester/hiccup,2009,
2455,136,1,Lacinia,Clojure,"GraphQL library",https://lacinia.readthedocs.io/,https://github.com/walmartlabs/lacinia,2017,
2456,136,1,Mount,Clojure,"Lifecycle management library",https://clojars.org/mount,https://github.com/tolitius/mount,2015,
2457,136,1,Integrant,Clojure,"Data-driven architecture library",https://clojars.org/integrant,https://github.com/weavejester/integrant,2016,
2458,136,1,CIDER,Clojure,"Emacs IDE",https://cider.mx/,https://github.com/clojure-emacs/cider,2012,
2459,136,1,Calva,Clojure,"VS Code extension",https://calva.io/,https://github.com/betterthantomorrow/calva,2018,
2460,136,1,clj-http,Clojure,"HTTP client library",https://clojars.org/clj-http,https://github.com/dakrone/clj-http,2011,
2461,136,1,Specter,Clojure,"Data transformation library",https://github.com/redplanetlabs/specter,https://github.com/nathanmarz/specter,2015,
2283,137,1,"Micro Focus Enterprise Developer",COBOL,"Modern mainframe IDE",https://www.microfocus.com/en-us/products/enterprise-developer/overview,,2009,
2284,137,1,"IBM Enterprise COBOL for z/OS",COBOL,"Standard mainframe compiler",https://www.ibm.com/products/enterprise-cobol-zos,,2001,
2285,137,1,Zowe,COBOL,"Modern mainframe framework",https://www.zowe.org/,https://github.com/zowe/zowe,2018,
2286,137,1,CICS,COBOL,"Online transaction processing",https://www.ibm.com/products/cics-transaction-server,,1969,https://alion.io/jobs/cics?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2288,137,1,VSAM,COBOL,"Mainframe file system",https://www.ibm.com/docs/en/zos/2.4.0?topic=datasets-virtual-storage-access-method-vsam,,1973,https://alion.io/jobs/vsam?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2289,137,1,JCL,COBOL,"Job Control Language",https://www.ibm.com/docs/en/zos/2.4.0?topic=concepts-job-control-language-jcl,,1964,https://alion.io/jobs/jcl?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2290,137,1,TSO/ISPF,COBOL,"Mainframe interactive environment",https://www.ibm.com/docs/en/zos/2.4.0?topic=interfaces-tsoispf,,1974,
2291,137,1,"IBM MQ",COBOL,"Messaging middleware",https://www.ibm.com/products/mq,,1993,https://alion.io/jobs/ibm-mq?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2292,137,1,Endevor,COBOL,"Software change management",https://www.broadcom.com/products/mainframe/devops/endevor,,1985,https://alion.io/jobs/endevor?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2293,137,1,Xpediter,COBOL,"Mainframe debugger",https://www.bmc.com/it-solutions/bmc-compuware-xpediter.html,,1984,
2294,137,1,File-AID,COBOL,"Data management tool",https://www.bmc.com/it-solutions/bmc-compuware-file-aid.html,,1980,https://alion.io/jobs/file-aid?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2295,137,1,"z/OS Connect",COBOL,"REST API enablement",https://www.ibm.com/products/zos-connect,,2014,
2296,137,1,Code4z,COBOL,"VS Code extension pack",,https://github.com/broadcom/code4z,2020,
2297,137,1,Topaz,COBOL,"Modern mainframe workbench",https://www.bmc.com/it-solutions/bmc-compuware-topaz.html,,2014,
2298,137,1,"IBM Developer for z/OS",COBOL,"Eclipse-based mainframe IDE",https://www.ibm.com/products/developer-for-zos,,2016,
2299,137,1,Abend-AID,COBOL,"Fault analysis tool",https://www.bmc.com/it-solutions/bmc-compuware-abend-aid.html,,1982,https://alion.io/jobs/abend-aid?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2300,137,1,Easytrieve,COBOL,"Reporting and utility language",https://www.broadcom.com/products/mainframe/application-development/easytrieve,,1976,https://alion.io/jobs/easytrieve?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2301,137,1,Syncsort,COBOL,"Data sorting utility",https://www.precisely.com/product/precisely-connect/syncsort-optimize,,1971,
2764,137,1,GnuCOBOL,COBOL,"Open source COBOL compiler",https://gnucobol.sourceforge.io/,https://github.com/osdn-mirror/gnucobol,2002,
2765,137,1,"Micro Focus Visual COBOL",COBOL,"COBOL for VS Code and VS",https://www.microfocus.com/en-us/products/visual-cobol/overview,,2010,
2766,137,1,"CA Gen",COBOL,"Model-based development tool",https://www.broadcom.com/products/mainframe/application-development/gen,,1987,
2767,137,1,COBOL-IT,COBOL,"Enterprise COBOL for Linux",https://www.microfocus.com/en-us/products/cobol-it/overview,,2008,
2768,137,1,NetCOBOL,COBOL,"Fujitsu COBOL compiler",https://www.fujitsu.com/global/products/software/middleware/business-middleware/middleware/netcobol/,,1995,
2582,138,1,Kemal,Crystal,"Micro web framework",https://kemalcr.com/,https://github.com/kemalcr/kemal,2015,
2583,138,1,Lucky,Crystal,"Web framework",https://luckyframework.org/,https://github.com/luckyframework/lucky,2017,
2584,138,1,Amber,Crystal,"Web framework",https://amberframework.org/,https://github.com/amberframework/amber,2016,
2585,138,1,Athena,Crystal,"Reusable components",https://athena-framework.org/,https://github.com/athena-framework/athena,2017,
2586,138,1,Jennifer,Crystal,"Powerful ORM",,https://github.com/imdrasil/jennifer.cr,2016,
2587,138,1,Shards,Crystal,"Dependency manager",https://crystal-lang.org/reference/shards/,https://github.com/crystal-lang/shards,2016,
2588,138,1,Avram,Crystal,"Database wrapper",https://luckyframework.org/guides/database/introduction-to-avram,https://github.com/luckyframework/avram,2018,
2589,138,1,Granite,Crystal,"Simple ORM",https://amberframework.org/,https://github.com/amberframework/granite,2016,
2590,138,1,Crecto,Crystal,"Database repository",,https://github.com/crecto/crecto,2017,
2591,138,1,Clear,Crystal,"Advanced ORM",,https://github.com/r00ster91/clear,2018,
2592,138,1,Sidekiq.cr,Crystal,"Sidekiq client",,https://github.com/mperham/sidekiq.cr,2016,
2593,138,1,Mosquito,Crystal,"Background job processing",,https://github.com/mosquito-cr/mosquito,2017,
2594,138,1,Spectator,Crystal,"Testing framework",https://spectator.moe/,https://github.com/icy-design/spectator,2017,
2595,138,1,Ameba,Crystal,"Static code analysis",,https://github.com/crystal-ameba/ameba,2017,
2597,138,1,Crinja,Crystal,"Template engine",,https://github.com/straight-shoota/crinja,2017,
2598,138,1,Crest,Crystal,"HTTP client",,https://github.com/mamantoha/crest,2017,
2599,138,1,Halite,Crystal,"Cryptography library",,https://github.com/manastech/halite,2017,
2600,138,1,Crymagick,Crystal,"Image processing",,https://github.com/dperinic/crymagick,2017,
2601,138,1,Crystalline,Crystal,"Language Server Protocol",,https://github.com/crystal-lang-tools/crystalline,2020,
2915,138,1,Marten,Crystal,"Pragmatic web framework",https://martenframework.com/,https://github.com/martenframework/marten,2021,
2916,138,1,Grip,Crystal,"Micro web framework",https://grip-framework.github.io/grip/,https://github.com/grip-framework/grip,2019,
2917,138,1,Carbon,Crystal,"Email library",,https://github.com/luckyframework/carbon,2018,
2918,138,1,Jasper,Crystal,"Validation library",,https://github.com/amberframework/jasper,2018,
2919,138,1,Crystal-PG,Crystal,"PostgreSQL driver",,https://github.com/will/crystal-pg,2016,
2920,138,1,Tourmaline,Crystal,"Telegram bot library",,https://github.com/protoncr/tourmaline,2019,
2182,139,1,"Phoenix Framework",Elixir,"Web framework",https://www.phoenixframework.org/,https://github.com/phoenixframework/phoenix,2014,
2183,139,1,"Phoenix LiveView",Elixir,"Real-time UI library",https://hex.pm/packages/phoenix_live_view,https://github.com/phoenixframework/phoenix_live_view,2019,
2184,139,1,Ecto,Elixir,"Database wrapper",https://hex.pm/packages/ecto,https://github.com/elixir-ecto/ecto,2014,
2185,139,1,Nerves,Elixir,"Embedded systems platform",https://nerves-project.org/,https://github.com/nerves-project/nerves,2015,
2186,139,1,Nx,Elixir,"Numerical Elixir library",https://hex.pm/packages/nx,https://github.com/elixir-nx/nx,2021,
2187,139,1,Oban,Elixir,"Background job processing",https://getoban.pro/,https://github.com/sorentwo/oban,2019,https://alion.io/jobs/oban?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2188,139,1,Absinthe,Elixir,"GraphQL implementation",https://absinthe-graphql.org/,https://github.com/absinthe-graphql/absinthe,2016,
2189,139,1,Broadway,Elixir,"Concurrent data pipelines",https://elixir-broadway.org/,https://github.com/elixir-broadway/broadway,2019,
2190,139,1,"Ash Framework",Elixir,"Resource-oriented framework",https://ash-hq.org/,https://github.com/ash-project/ash,2020,
2191,139,1,"Membrane Framework",Elixir,"Multimedia processing framework",https://membrane.stream/,https://github.com/membraneframework/membrane_core,2018,
2192,139,1,Axon,Elixir,"Neural networks library",https://hex.pm/packages/axon,https://github.com/elixir-nx/axon,2021,
2193,139,1,Bumblebee,Elixir,"Pre-trained ML models",https://hex.pm/packages/bumblebee,https://github.com/elixir-nx/bumblebee,2022,
2194,139,1,Explorer,Elixir,"Dataframes for Elixir",https://hex.pm/packages/explorer,https://github.com/elixir-nx/explorer,2021,
2195,139,1,Surface,Elixir,"Component library for LiveView",https://surface-ui.org/,https://github.com/surface-ui/surface,2020,
2196,139,1,Credo,Elixir,"Static analysis tool",https://hex.pm/packages/credo,https://github.com/rrrene/credo,2015,
2197,139,1,Dialyxir,Elixir,"Dialyzer wrapper",https://hex.pm/packages/dialyxir,https://github.com/jeremyjh/dialyxir,2014,
2198,139,1,Sobelow,Elixir,"Security analysis tool",https://hex.pm/packages/sobelow,https://github.com/nccgroup/sobelow,2017,
2199,139,1,ExDoc,Elixir,"Documentation generator",https://hex.pm/packages/ex_doc,https://github.com/elixir-lang/ex_doc,2013,
2200,139,1,Tesla,Elixir,"HTTP client library",https://hex.pm/packages/tesla,https://github.com/elixir-tesla/tesla,2015,
2201,139,1,Jason,Elixir,"JSON parser",https://hex.pm/packages/jason,https://github.com/michalmuskala/jason,2017,
2322,144,1,Flux.jl,Julia,"Machine learning library",https://fluxml.ai/,https://github.com/fluxml/flux.jl,2016,
2323,144,1,DifferentialEquations.jl,Julia,"Scientific computing suite",https://diffeq.sciml.ai/,https://github.com/sciml/differentialequations.jl,2016,
2324,144,1,Pluto.jl,Julia,"Reactive notebook environment",https://plutojl.org/,https://github.com/fonsp/pluto.jl,2020,
2325,144,1,DataFrames.jl,Julia,"Data manipulation library",https://dataframes.juliadata.org/,https://github.com/juliadata/dataframes.jl,2012,
2326,144,1,JuMP.jl,Julia,"Mathematical optimization modeling",https://jump.dev/,https://github.com/jump-dev/jump.jl,2013,
2327,144,1,Makie.jl,Julia,"Data visualization library",https://makie.org/,https://github.com/makieorg/makie.jl,2018,
2328,144,1,MLJ.jl,Julia,"Machine learning framework",https://alan-turing-institute.github.io/mlj.jl/,https://github.com/alan-turing-institute/mlj.jl,2019,
2329,144,1,Genie.jl,Julia,"Web application framework",https://genieframework.com/,https://github.com/genieframework/genie.jl,2016,
2330,144,1,CUDA.jl,Julia,"GPU programming library",https://cuda.juliagpu.org/,https://github.com/juliagpu/cuda.jl,2020,
2331,144,1,Turing.jl,Julia,"Probabilistic programming library",https://turinglang.org/,https://github.com/turinglang/turing.jl,2016,
2332,144,1,Plots.jl,Julia,"Visualization metapackage",https://docs.juliaplots.org/,https://github.com/juliaplots/plots.jl,2015,
2333,144,1,Franklin.jl,Julia,"Static site generator",https://franklinjl.org/,https://github.com/tlienart/franklin.jl,2019,
2334,144,1,LanguageServer.jl,Julia,"IDE support tool",,https://github.com/julia-vscode/languageserver.jl,2017,
2335,144,1,Revise.jl,Julia,"Code hot-reloading tool",https://timholy.github.io/revise.jl/,https://github.com/timholy/revise.jl,2017,
2336,144,1,Queryverse,Julia,"Data manipulation metapackage",https://www.queryverse.org/,https://github.com/queryverse/queryverse.jl,2018,
2337,144,1,SciML,Julia,"Scientific machine learning framework",https://sciml.ai/,https://github.com/sciml,2019,
2338,144,1,JuliaHub,Julia,"Cloud computing platform",https://juliahub.com/,,2019,
2339,144,1,OhMyREPL.jl,Julia,"REPL enhancement tool",,https://github.com/kristofferc/ohmyrepl.jl,2016,
2340,144,1,Chain.jl,Julia,"Piping syntax macro",,https://github.com/jkrumbiegel/chain.jl,2020,
2341,144,1,CatBoost.jl,Julia,"Gradient boosting library",,https://github.com/catboost/catboost,2017,
2223,148,1,Opam,OCaml,"Package manager",https://opam.ocaml.org/,https://github.com/ocaml/opam,2012,
2224,148,1,Lwt,OCaml,"Concurrency library",https://ocsigen.org/lwt/,https://github.com/ocsigen/lwt,2008,
2225,148,1,Async,OCaml,"Concurrency library",https://opam.ocaml.org/packages/async/,https://github.com/janestreet/async,2013,
2226,148,1,Dream,OCaml,"Web framework",https://aantron.github.io/dream/,https://github.com/aantron/dream,2021,
2227,148,1,Eliom,OCaml,"Web framework",https://ocsigen.org/eliom/,https://github.com/ocsigen/eliom,2008,
2228,148,1,Js_of_ocaml,OCaml,"OCaml to JS compiler",https://ocsigen.org/js_of_ocaml/,https://github.com/ocsigen/js_of_ocaml,2010,
2229,148,1,Melange,OCaml,"OCaml to JS toolchain",https://melange.re/,https://github.com/melange-re/melange,2022,
2230,148,1,Eio,OCaml,"Effects-based IO",https://opam.ocaml.org/packages/eio/,https://github.com/ocaml-multicore/eio,2021,
2231,148,1,Owl,OCaml,"Numerical library",https://ocaml.xyz/,https://github.com/owlbarn/owl,2016,
2232,148,1,Bonsai,OCaml,"UI library",https://opam.ocaml.org/packages/bonsai/,https://github.com/janestreet/bonsai,2020,
2233,148,1,Alcotest,OCaml,"Testing framework",https://opam.ocaml.org/packages/alcotest/,https://github.com/mirage/alcotest,2014,
2234,148,1,OUnit,OCaml,"Unit testing framework",https://opam.ocaml.org/packages/ounit/,https://github.com/gildor478/ounit,2005,
2235,148,1,Yojson,OCaml,"JSON library",https://opam.ocaml.org/packages/yojson/,https://github.com/ocaml-community/yojson,2010,
2236,148,1,Caqti,OCaml,"Database library",https://opam.ocaml.org/packages/caqti/,https://github.com/paurick/ocaml-caqti,2016,
2237,148,1,Irmin,OCaml,"Distributed database",https://irmin.org/,https://github.com/mirage/irmin,2013,
2238,148,1,Cmdliner,OCaml,"CLI library",https://erratique.ch/software/cmdliner,https://github.com/dbuenzli/cmdliner,2012,
2239,148,1,Cohttp,OCaml,"HTTP library",https://opam.ocaml.org/packages/cohttp/,https://github.com/mirage/ocaml-cohttp,2011,
2240,148,1,Merlin,OCaml,"Editor service",https://opam.ocaml.org/packages/merlin/,https://github.com/ocaml/merlin,2013,
2241,148,1,"OCaml LSP",OCaml,"Language Server",https://github.com/ocaml/ocaml-lsp,https://github.com/ocaml/ocaml-lsp,2019,
3135,148,1,Dune,OCaml,"Build system",https://dune.build/,https://github.com/ocaml/dune,2018,
3136,148,1,"Base standard library",OCaml,"Standard library",https://opam.ocaml.org/packages/base/,https://github.com/janestreet/base,2016,
3137,148,1,Core,OCaml,"Standard library",https://opam.ocaml.org/packages/core/,https://github.com/janestreet/core,2008,
3138,148,1,Ppxlib,OCaml,"Metaprogramming library",https://opam.ocaml.org/packages/ppxlib/,https://github.com/ocaml-ppx/ppxlib,2018,
3139,148,1,MirageOS,OCaml,"Unikernel framework",https://mirage.io/,https://github.com/mirage/mirage,2013,
3140,148,1,Menhir,OCaml,"Parser generator",http://gallium.inria.fr/~fpottier/menhir/,https://github.com/ocaml-community/menhir,2005,
3141,148,1,Utop,OCaml,"Interactive REPL",https://opam.ocaml.org/packages/utop/,https://github.com/ocaml-community/utop,2011,
3142,148,1,Angstrom,OCaml,"Parser combinators",https://opam.ocaml.org/packages/angstrom/,https://github.com/inhabitedtype/angstrom,2016,
3143,148,1,Tyxml,OCaml,"Typed XML library",https://ocsigen.org/tyxml/,https://github.com/ocsigen/tyxml,2010,
2342,149,1,staq,OpenQASM,"Quantum circuit compiler",,https://github.com/softwareqinc/staq,2019,
2343,149,1,Mitiq,OpenQASM,"Error mitigation toolkit",https://mitiq.readthedocs.io/,https://github.com/unitaryfund/mitiq,2020,
2344,149,1,QuEST,OpenQASM,"Quantum simulation toolkit",https://quest.qtechtheory.org/,https://github.com/quest-kit/quest,2017,
2345,149,1,"Amazon Braket SDK",OpenQASM,"AWS quantum SDK",https://aws.amazon.com/braket/,https://github.com/amazon-braket/amazon-braket-sdk-python,2020,
2346,149,1,ProjectQ,OpenQASM,"Quantum software framework",https://projectq.ch/,https://github.com/projectq-framework/projectq,2017,
2347,149,1,"IonQ SDK",OpenQASM,"IonQ hardware SDK",https://ionq.com/,https://github.com/ionq/ionq-python,2019,
2348,149,1,"Rigetti Quil",OpenQASM,"Quantum instruction language",https://www.rigetti.com/,https://github.com/rigetti/quilc,2016,
2349,149,1,"NVIDIA cuQuantum",OpenQASM,"Quantum acceleration SDK",https://developer.nvidia.com/cuquantum-sdk,https://github.com/nvidia/cuquantum,2021,
2350,149,1,"OpenQASM Parser",OpenQASM,"QASM language parser",https://openqasm.com/,https://github.com/openqasm/python-openqasm,2017,
2351,149,1,QCOR,OpenQASM,"Quantum-classical C++ compiler",https://qcor.ornl.gov/,https://github.com/eclipse/qcor,2019,
2352,149,1,XACC,OpenQASM,"Hybrid programming framework",https://xacc.ornl.gov/,https://github.com/eclipse/xacc,2017,
2353,149,1,"Quantinuum H-Series",OpenQASM,"Ion-trap quantum platform",https://www.quantinuum.com/hardware/h-series,https://github.com/cqcl/pytket-quantinuum,2020,
2354,149,1,QPY,OpenQASM,"Quantum circuit serialization",https://docs.quantum.ibm.com/api/qiskit/qpy,https://github.com/qiskit/qiskit,2021,
2355,149,1,"Atos QLM",OpenQASM,"Quantum learning machine",https://atos.net/en/lp/quantum-learning-machine,,2017,
2356,149,1,"OpenQASM Reference Parser",OpenQASM,"Official QASM3 parser",https://openqasm.com/,https://github.com/openqasm/openqasm,2021,
2357,149,1,OpenPulse,OpenQASM,"Quantum pulse control",https://openpulse.org/,https://github.com/qiskit/openpulse,2018,
2358,149,1,Qasm-Sim,OpenQASM,"JavaScript QASM simulator",,https://github.com/pnnl/qasm-sim,2019,
2359,149,1,Zule,OpenQASM,"Quantum circuit optimizer",,https://github.com/bosch-quantum/zule,2021,
2360,149,1,"Qiskit Aer",OpenQASM,"High-performance quantum simulator",https://qiskit.org/aer/,https://github.com/qiskit/qiskit-aer,2018,
2361,149,1,Classiq,OpenQASM,"Quantum modeling platform",https://www.classiq.io/,https://github.com/classiq,2020,
518,150,1,Catalyst,Perl,"MVC web framework",http://www.catalystframework.org/,https://github.com/catalyst-framework/catalyst-runtime,2005,https://alion.io/jobs/catalyst?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
522,150,1,Mojolicious,Perl,"Real-time web framework",https://mojolicious.org/,https://github.com/mojolicious/mojo,2008,https://alion.io/jobs/mojolicious?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
773,150,1,Dancer2,Perl,"Lightweight web framework",https://perldancer.org/,https://github.com/perldancer/dancer2,2013,
1391,150,1,Plack,Perl,"PSGI web server interface",https://plackperl.org/,https://github.com/plack/plack,2009,
1392,150,1,DBI,Perl,"Database interface library",https://dbi.perl.org/,https://github.com/perl5-dbi/dbi,1994,
1393,150,1,DBIx::Class,Perl,"Extensible Perl ORM",https://www.dbix-class.org/,https://github.com/dbsrgits/dbix-class,2005,
1394,150,1,Moose,Perl,"Modern Perl OOP system",https://moose.perl.org/,https://github.com/moose/moose,2006,
1395,150,1,Try::Tiny,Perl,"Error handling library",https://metacpan.org/dist/try-tiny,https://github.com/pjf/try-tiny,2009,
1396,150,1,JSON::XS,Perl,"Fast JSON processing",http://software.schmorp.de/pkg/json-xs.html,,2007,
1397,150,1,"Template Toolkit",Perl,"Template processing system",http://www.template-toolkit.org/,https://github.com/abw/template2,1996,
1398,150,1,Test::More,Perl,"Perl testing framework",https://metacpan.org/dist/test-simple,https://github.com/test-more/test-more,2001,
1400,150,1,DateTime,Perl,"Date and time library",https://datetime.perl.org/,https://github.com/houseabsolute/datetime.pm,2003,
1401,150,1,Path::Tiny,Perl,"File path utility",https://metacpan.org/dist/path-tiny,https://github.com/dagolden/path-tiny,2012,
2878,150,1,Moo,Perl,"Minimalist object orientation",https://metacpan.org/dist/moo,https://github.com/moose/moo,2010,
2879,150,1,Dist::Zilla,Perl,"Distribution builder tool",http://dzil.org/,https://github.com/rjbs/dist-zilla,2008,
2880,150,1,App::cpanminus,Perl,"CPAN client (cpanm)",https://cpanmin.us/,https://github.com/miyagawa/cpanminus,2010,
2881,150,1,Perl::Critic,Perl,"Static analysis tool",http://perlcritic.com/,https://github.com/perl-critic/perl-critic,2005,
2882,150,1,LWP::UserAgent,Perl,"HTTP client library",https://metacpan.org/dist/libwww-perl,https://github.com/libwww-perl/libwww-perl,1995,
2883,150,1,AnyEvent,Perl,"Event loop framework",https://metacpan.org/pod/AnyEvent,,,
2884,150,1,Carton,Perl,"Dependency manager",https://metacpan.org/pod/Carton,,,
2885,150,1,Log::Log4perl,Perl,"Logging framework",http://log4perl.sourceforge.net/,https://github.com/mschilli/log4perl,2002,
2886,150,1,Starman,Perl,"PSGI web server",https://metacpan.org/dist/starman,https://github.com/miyagawa/starman,2010,
2887,150,1,Minion,Perl,"Job queue library",https://minion.pm/,https://github.com/mojolicious/minion,2015,
2888,150,1,Type::Tiny,Perl,"Type system library",https://typetiny.tux.rs/,https://github.com/tobyink/p5-type-tiny,2013,
2889,150,1,Perl::Tidy,Perl,"Code formatter tool",http://perltidy.sourceforge.net/,https://github.com/perltidy/perltidy,2000,
2242,153,1,"Microsoft QDK",Q#,"Quantum development suite",https://learn.microsoft.com/en-us/azure/quantum/install-overview-qdk,https://github.com/microsoft/qdk,2017,
2243,153,1,"Azure Quantum",Q#,"Quantum cloud platform",https://azure.microsoft.com/en-us/products/quantum/,https://github.com/microsoft/azure-quantum-python,2019,
2244,153,1,"Q# Standard Library",Q#,"Core quantum library",https://learn.microsoft.com/en-us/azure/quantum/libraries-standard,https://github.com/microsoft/quantum,2017,
2245,153,1,"Q# Numerics Library",Q#,"Quantum numerical library",https://learn.microsoft.com/en-us/azure/quantum/libraries-numerics,https://github.com/microsoft/quantum,2018,
2246,153,1,"Q# Chemistry Library",Q#,"Quantum chemistry library",https://learn.microsoft.com/en-us/azure/quantum/libraries-chemistry,https://github.com/microsoft/quantum,2018,
2247,153,1,"Q# Machine Learning Library",Q#,"Quantum ML library",https://learn.microsoft.com/en-us/azure/quantum/libraries-machine-learning,https://github.com/microsoft/quantum,2019,
2248,153,1,IQ#,Q#,"Q# Jupyter kernel",https://learn.microsoft.com/en-us/azure/quantum/install-iqsharp,https://github.com/microsoft/iqsharp,2018,
2249,153,1,"Quantum Intermediate Representation",Q#,"Quantum IR specification",https://www.qir-alliance.org/,https://github.com/qir-alliance/qir-spec,2020,
2250,153,1,Qir-runner,Q#,"QIR execution tool",,https://github.com/qir-alliance/qir-runner,2022,
2251,153,1,PyQIR,Q#,"Python QIR bindings",,https://github.com/qir-alliance/pyqir,2021,
2252,153,1,"Q# Language Server",Q#,"Q# LSP server",,https://github.com/microsoft/qsharp-compiler,2018,
2253,153,1,"Quantum Katas",Q#,"Quantum learning library",https://learn.microsoft.com/en-us/azure/quantum/tutorials-quantum-katas,https://github.com/microsoft/quantumkatas,2018,
2254,153,1,"Q# VS Code Extension",Q#,"Q# IDE extension",https://marketplace.visualstudio.com/items?itemName=quantum.qsharp-lang-vscode,https://github.com/microsoft/qsharp-vscode,2017,
2255,153,1,"Q# Unit Testing Framework",Q#,"Quantum testing tool",https://learn.microsoft.com/en-us/azure/quantum/user-guide/testing-debugging,https://github.com/microsoft/qdk,2018,
2256,153,1,Microsoft.Quantum.Providers.IonQ,Q#,"IonQ hardware provider",https://learn.microsoft.com/en-us/azure/quantum/provider-ionq,https://github.com/microsoft/qdk,2021,
2257,153,1,Microsoft.Quantum.Providers.Quantinuum,Q#,"Quantinuum hardware provider",https://learn.microsoft.com/en-us/azure/quantum/provider-quantinuum,https://github.com/microsoft/qdk,2021,
2258,153,1,Microsoft.Quantum.Providers.Rigetti,Q#,"Rigetti hardware provider",https://learn.microsoft.com/en-us/azure/quantum/provider-rigetti,https://github.com/microsoft/qdk,2022,
2259,153,1,"Q# Formatter",Q#,"Q# code formatter",,https://github.com/microsoft/qsharp-compiler,2023,
2260,153,1,"Quantum Resource Estimator",Q#,"Resource estimation tool",https://learn.microsoft.com/en-us/azure/quantum/user-guide/resource-estimator/,https://github.com/microsoft/qdk,2022,
2261,153,1,Microsoft.Quantum.Runtime,Q#,"Q# runtime library",,https://github.com/microsoft/qdk,2019,
3115,154,1,"Quipper Core",Quipper,"Core quantum programming framework",https://www.mathstat.dal.ca/~selinger/quipper/,https://github.com/selinger/quipper,2013,
3116,154,1,"Quipper Arithmetic Library",Quipper,"Quantum arithmetic operations",https://www.mathstat.dal.ca/~selinger/quipper/,https://github.com/selinger/quipper,2013,
3117,154,1,"Quipper QRAM Library",Quipper,"Quantum Random Access Memory",https://www.mathstat.dal.ca/~selinger/quipper/,https://github.com/selinger/quipper,2013,
3118,154,1,"Quipper Simulation Library",Quipper,"Quantum circuit simulators",https://www.mathstat.dal.ca/~selinger/quipper/,https://github.com/selinger/quipper,2013,
3119,154,1,"Quipper Synthesis Library",Quipper,"Reversible circuit synthesis",https://www.mathstat.dal.ca/~selinger/quipper/,https://github.com/selinger/quipper,2013,
3120,154,1,"Quipper Decomposition Library",Quipper,"Gate set decomposition",https://www.mathstat.dal.ca/~selinger/quipper/,https://github.com/selinger/quipper,2013,
3121,154,1,"Quipper Fourier Transform",Quipper,"Quantum Fourier Transform implementation",https://www.mathstat.dal.ca/~selinger/quipper/,https://github.com/selinger/quipper,2013,
3122,154,1,"Quipper Transformer Library",Quipper,"Programmable circuit transformers",https://www.mathstat.dal.ca/~selinger/quipper/,https://github.com/selinger/quipper,2013,
3123,154,1,"Boolean Formula Algorithm",Quipper,"Quantum algorithm for boolean formulas",https://www.mathstat.dal.ca/~selinger/quipper/,https://github.com/selinger/quipper,2013,
3124,154,1,"Binary Welded Trees Algorithm",Quipper,"Quantum walk algorithm implementation",https://www.mathstat.dal.ca/~selinger/quipper/,https://github.com/selinger/quipper,2013,
3125,154,1,"Class Number Algorithm",Quipper,"Hallgren's class number algorithm",https://www.mathstat.dal.ca/~selinger/quipper/,https://github.com/selinger/quipper,2013,
3126,154,1,"Ground State Estimation Algorithm",Quipper,"Chemical ground state estimation",https://www.mathstat.dal.ca/~selinger/quipper/,https://github.com/selinger/quipper,2013,
3127,154,1,"Quantum Linear Systems Algorithm",Quipper,"Solving linear systems on quantum computers",https://www.mathstat.dal.ca/~selinger/quipper/,https://github.com/selinger/quipper,2013,
3128,154,1,"Triangle Finding Algorithm",Quipper,"Quantum algorithm for graph triangles",https://www.mathstat.dal.ca/~selinger/quipper/,https://github.com/selinger/quipper,2013,
3129,154,1,"Unique Shortest Vector Algorithm",Quipper,"Lattice-based quantum algorithm",https://www.mathstat.dal.ca/~selinger/quipper/,https://github.com/selinger/quipper,2013,
3130,154,1,Proto-Quipper,Quipper,"Formalized core of Quipper",https://www.mathstat.dal.ca/~selinger/quipper/,https://github.com/selinger/quipper,2013,
3131,154,1,"Quipper Generic Library",Quipper,"Generic quantum data operations",https://www.mathstat.dal.ca/~selinger/quipper/,https://github.com/selinger/quipper,2013,
3132,154,1,"Quipper Stabilizer Library",Quipper,"Efficient stabilizer simulator",https://www.mathstat.dal.ca/~selinger/quipper/,https://github.com/selinger/quipper,2013,
3133,154,1,"Quipper Reversible Library",Quipper,"Reversible logic synthesis tools",https://www.mathstat.dal.ca/~selinger/quipper/,https://github.com/selinger/quipper,2013,
3134,154,1,"Quipper Auxiliary Utils",Quipper,"Common quantum utilities",https://www.mathstat.dal.ca/~selinger/quipper/,https://github.com/selinger/quipper,2013,
625,155,1,ggplot2,R,"Data visualization library",https://ggplot2.tidyverse.org/,https://github.com/tidyverse/ggplot2,2007,https://alion.io/jobs/ggplot2?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
913,155,1,dplyr,R,"Data manipulation library",https://dplyr.tidyverse.org/,https://github.com/tidyverse/dplyr,2014,https://alion.io/jobs/dplyr?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
914,155,1,Shiny,R,"Web application framework",https://shiny.posit.co/,https://github.com/rstudio/shiny,2012,https://alion.io/jobs/shiny?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
915,155,1,data.table,R,"High-performance data library",https://r-datatable.com/,https://github.com/r-datatable/data.table,2006,https://alion.io/jobs/data-table?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
916,155,1,tidyr,R,"Data tidying library",https://tidyr.tidyverse.org/,https://github.com/tidyverse/tidyr,2014,
917,155,1,mlr3,R,"Machine learning framework",https://mlr3.mlr-org.com/,https://github.com/mlr-org/mlr3,2019,
918,155,1,caret,R,"Machine learning library",https://topepo.github.io/caret/,https://github.com/topepo/caret,2007,
919,155,1,lubridate,R,"Date and time library",https://lubridate.tidyverse.org/,https://github.com/tidyverse/lubridate,2011,
921,155,1,knitr,R,"Report generation library",https://yihui.org/knitr/,https://github.com/yihui/knitr,2012,
922,155,1,RCrawler,R,"Web crawling library",,https://github.com/salim-b/rcrawler,2017,
923,155,1,httr,R,"HTTP client library",https://httr.r-lib.org/,https://github.com/r-lib/httr,2012,
924,155,1,stringr,R,"String manipulation library",https://stringr.tidyverse.org/,https://github.com/tidyverse/stringr,2009,
925,155,1,Rcpp,R,"C++ integration library",https://www.rcpp.org/,https://github.com/rcppcore/rcpp,2008,
926,155,1,xts,R,"Time series library",https://joshuaulrich.github.io/xts/,https://github.com/joshuaulrich/xts,2008,
927,155,1,leaflet,R,"Interactive mapping library",https://rstudio.github.io/leaflet/,https://github.com/rstudio/leaflet,2014,
928,155,1,forecast,R,"Time series forecasting library",https://pkg.robjhyndman.com/forecast/,https://github.com/robjhyndman/forecast,2008,
929,155,1,jsonlite,R,"JSON parser library",https://jeroen.r-universe.dev/jsonlite,https://github.com/jeroen/jsonlite,2013,
930,155,1,rvest,R,"Web scraping library",https://rvest.tidyverse.org/,https://github.com/tidyverse/rvest,2014,
2894,155,1,purrr,R,"Functional programming library",https://purrr.tidyverse.org/,https://github.com/tidyverse/purrr,2015,
2895,155,1,readr,R,"Data import library",https://readr.tidyverse.org/,https://github.com/tidyverse/readr,2015,
2896,155,1,tidymodels,R,"Modeling framework",https://www.tidymodels.org/,https://github.com/tidymodels/tidymodels,2018,
2897,155,1,rmarkdown,R,"Dynamic document tool",https://rmarkdown.rstudio.com/,https://github.com/rstudio/rmarkdown,2014,
2898,155,1,reticulate,R,"Python interface library",https://rstudio.github.io/reticulate/,https://github.com/rstudio/reticulate,2017,
2899,155,1,Bioconductor,R,"Bioinformatics platform",https://www.bioconductor.org/,https://github.com/bioconductor,2001,
2082,157,1,Truffle,Solidity,"Development framework",https://archive.trufflesuite.com/,https://github.com/trufflesuite/truffle,2015,
2083,157,1,Ganache,Solidity,"Local blockchain",https://archive.trufflesuite.com/ganache/,https://github.com/trufflesuite/ganache,2016,
2084,157,1,Brownie,Solidity,"Python development framework",,https://github.com/eth-brownie/brownie,2018,
2085,157,1,Waffle,Solidity,"Testing library",https://getwaffle.io/,https://github.com/get-ethereum-waffle/waffle,2019,
2086,157,1,Mythril,Solidity,"Security analysis tool",,https://github.com/consensys/mythril,2017,
2087,157,1,Infura,Solidity,"Ethereum API gateway",https://www.infura.io/,https://github.com/infura,2016,
2088,157,1,RainbowKit,Solidity,"Wallet connection UI",https://www.rainbowkit.com/,https://github.com/rainbow-me/rainbowkit,2021,
2089,157,1,Moralis,Solidity,"Web3 backend service",https://moralis.io/,https://github.com/moralisweb3,2021,
2090,157,1,ConnectKit,Solidity,"Wallet connection library",https://family.co/connectkit,https://github.com/family/connectkit,2022,
2091,157,1,Echidna,Solidity,"Security fuzzer",,https://github.com/crytic/echidna,2018,
2092,157,1,Manticore,Solidity,"Symbolic execution tool",,https://github.com/trailofbits/manticore,2017,
2093,157,1,Halmos,Solidity,"Symbolic testing tool",,https://github.com/a16z/halmos,2023,
2094,157,1,Kontrol,Solidity,"Formal verification tool",,https://github.com/runtimeverification/kontrol,2023,
2095,157,1,Certora,Solidity,"Formal verification service",https://www.certora.com/,https://github.com/certora,2018,
2096,157,1,TypeChain,Solidity,"TypeScript contract bindings",,https://github.com/dethcrypto/typechain,2018,
2097,157,1,Smock,Solidity,"Contract mocking library",,https://github.com/definitive-io/smock,2020,
2098,157,1,Sol2uml,Solidity,"Solidity UML generator",,https://github.com/naddison36/sol2uml,2019,
2099,157,1,"Solidity Docgen",Solidity,"Documentation generator",,https://github.com/openzeppelin/solidity-docgen,2019,
2100,157,1,Sourcify,Solidity,"Smart contract verification",https://sourcify.eth.limo/,https://github.com/ethereum/sourcify,2020,
2101,157,1,Alloy,Solidity,"High-performance SDK",https://alloy.rs/,https://github.com/alloy-rs/alloy,2023,
2482,161,1,Mathematica,Wolfram,"Technical computing system",https://www.wolfram.com/mathematica/,,1988,
2483,161,1,"Wolfram Engine",Wolfram,"Core computation engine",https://www.wolfram.com/engine/,,2019,
2484,161,1,"Wolfram Cloud",Wolfram,"Cloud computation platform",https://www.wolframcloud.com/,,2014,
2485,161,1,"Wolfram|Alpha API",Wolfram,"Computational knowledge API",https://products.wolframalpha.com/api/,,2009,
2486,161,1,"Wolfram Function Repository",Wolfram,"Community function library",https://resources.wolframcloud.com/functionrepository/,,2019,
2487,161,1,"Wolfram Neural Net Repository",Wolfram,"Deep learning model library",https://resources.wolframcloud.com/neuralnetrepository/,,2018,
2488,161,1,"Wolfram Paclet System",Wolfram,"Package management system",https://paclets.com/,,2014,
2489,161,1,"Wolfram Script",Wolfram,"Command line interface",https://www.wolfram.com/wolframscript/,,2016,
2490,161,1,"Wolfram Workbench",Wolfram,"Eclipse-based IDE",https://www.wolfram.com/workbench/,,2006,
2491,161,1,"Wolfram SystemModeler",Wolfram,"High-fidelity simulation tool",https://www.wolfram.com/system-modeler/,,2012,
2492,161,1,"Wolfram Finance Platform",Wolfram,"Financial computation environment",https://www.wolfram.com/finance-platform/,,2013,
2493,161,1,"Wolfram Data Framework",Wolfram,"Semantic data representation",https://www.wolfram.com/data-framework/,,2014,
2494,161,1,"Wolfram Enterprise Private Cloud",Wolfram,"Private cloud infrastructure",https://www.wolfram.com/enterprise-private-cloud/,,2015,
2495,161,1,"Wolfram Notebook Interface",Wolfram,"Interactive computational document",,,1988,
2496,161,1,"Wolfram Language Server",Wolfram,"LSP for Wolfram",,https://github.com/wolframresearch/wolframlanguageserver,2018,
2500,161,1,"Wolfram Model Repository",Wolfram,"Scientific model library",https://resources.wolframcloud.com/modelrepository/,,2020,
2501,161,1,"Wolfram Demonstrations Project",Wolfram,"Interactive visualization collection",https://demonstrations.wolfram.com/,,2007,
2462,164,1,Nimble,Nim,"Nim package manager",,https://github.com/nim-lang/nimble,2014,
2463,164,1,Jester,Nim,"Nim web framework",,https://github.com/dom96/jester,2012,
2464,164,1,Karax,Nim,"Nim frontend framework",,https://github.com/pragmagic/karax,2017,
2465,164,1,Prologue,Nim,"Nim web framework",https://planety.github.io/prologue/,https://github.com/planety/prologue,2020,
2466,164,1,Mummy,Nim,"Nim HTTP server",,https://github.com/greg7mdp/mummy,2022,
2467,164,1,Norm,Nim,"Nim ORM library",https://norm.nim.rocks/,https://github.com/moigagoo/norm,2018,
2468,164,1,Arraymancer,Nim,"Nim ML library",,https://github.com/mratsim/arraymancer,2017,
2469,164,1,Chronos,Nim,"Nim async library",,https://github.com/status-im/nim-chronos,2018,
2470,164,1,Nimcrypto,Nim,"Nim crypto library",https://cheatfate.github.io/nimcrypto/,https://github.com/cheatfate/nimcrypto,2016,
2471,164,1,Pixie,Nim,"Nim graphics library",,https://github.com/treeform/pixie,2021,
2472,164,1,Winim,Nim,"Nim Windows API",,https://github.com/khchen/winim,2018,
2473,164,1,Puppy,Nim,"Nim HTTP client",,https://github.com/treeform/puppy,2021,
2474,164,1,Choosenim,Nim,"Nim version manager",,https://github.com/dom96/choosenim,2018,
2475,164,1,Nimsuggest,Nim,"Nim IDE tool",,https://github.com/nim-lang/nim,2015,
2476,164,1,Nimpretty,Nim,"Nim code formatter",,https://github.com/nim-lang/nim,2018,
2477,164,1,Chronicles,Nim,"Nim logging library",,https://github.com/status-im/nim-chronicles,2018,
2478,164,1,Stew,Nim,"Nim utility library",,https://github.com/status-im/nim-stew,2019,
2479,164,1,Dimscord,Nim,"Nim Discord library",,https://github.com/krisztian72/dimscord,2019,
2480,164,1,Vmath,Nim,"Nim math library",,https://github.com/treeform/vmath,2020,
2481,164,1,HappyX,Nim,"Nim web framework",https://happyx.org/,https://github.com/hapticx/happyx,2023,
2808,167,1,Simulink,MATLAB,"Block diagram simulation",https://www.mathworks.com/products/simulink.html,,1990,https://alion.io/jobs/simulink?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2809,167,1,"Deep Learning Toolbox",MATLAB,"Neural network design",https://www.mathworks.com/products/deep-learning.html,,1992,
2810,167,1,"Statistics and Machine Learning Toolbox",MATLAB,"Data analysis and ML",https://www.mathworks.com/products/statistics.html,,1993,
2811,167,1,"Control System Toolbox",MATLAB,"Control system design",https://www.mathworks.com/products/control.html,,1992,
2812,167,1,"Signal Processing Toolbox",MATLAB,"Signal analysis and filter",https://www.mathworks.com/products/signal.html,,1988,
2813,167,1,"Image Processing Toolbox",MATLAB,"Image analysis and vision",https://www.mathworks.com/products/image-processing.html,,1993,
2814,167,1,"Computer Vision Toolbox",MATLAB,"Vision and 3D processing",https://www.mathworks.com/products/computer-vision.html,,2011,
2815,167,1,"Optimization Toolbox",MATLAB,"Mathematical optimization",https://www.mathworks.com/products/optimization.html,,1990,
2816,167,1,Simscape,MATLAB,"Physical system modeling",https://www.mathworks.com/products/simscape.html,,2007,https://alion.io/jobs/simscape?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2817,167,1,"MATLAB Coder",MATLAB,"C/C++ code generation",https://www.mathworks.com/products/matlab-coder.html,,2011,
2818,167,1,"MATLAB Compiler",MATLAB,"Standalone app deployment",https://www.mathworks.com/products/matlab-compiler.html,,1995,
2819,167,1,"Simulink Coder",MATLAB,"C/C++ from Simulink",https://www.mathworks.com/products/simulink-coder.html,,1993,
2820,167,1,"Robotics System Toolbox",MATLAB,"Robotics algorithm design",https://www.mathworks.com/products/robotics.html,,2015,
2821,167,1,"Automated Driving Toolbox",MATLAB,"AD and ADAS system design",https://www.mathworks.com/products/automated-driving.html,,2017,
2822,167,1,"Communications Toolbox",MATLAB,"Comms system simulation",https://www.mathworks.com/products/communications.html,,1996,
2823,167,1,"App Designer",MATLAB,"GUI development environment",https://www.mathworks.com/products/matlab/app-designer.html,,2016,
2824,167,1,"Data Acquisition Toolbox",MATLAB,"Hardware data collection",https://www.mathworks.com/products/data-acquisition.html,,1999,
2825,167,1,"Financial Toolbox",MATLAB,"Fin analysis and modeling",https://www.mathworks.com/products/financial.html,,1995,
2826,167,1,"Symbolic Math Toolbox",MATLAB,"Symbolic math computation",https://www.mathworks.com/products/symbolic-math.html,,1993,
2827,167,1,"Antenna Toolbox",MATLAB,"Antenna design and analysis",https://www.mathworks.com/products/antenna.html,,2015,
2828,167,1,"Database Toolbox",MATLAB,"Relational and NoSQL access",https://www.mathworks.com/products/database.html,,1998,
2829,167,1,"Global Optimization Toolbox",MATLAB,"Global solver optimization",https://www.mathworks.com/products/global-optimization.html,,2004,
2830,167,1,"Navigation Toolbox",MATLAB,"Navigation and SLAM algorithms",https://www.mathworks.com/products/navigation.html,,2019,
2831,167,1,"Reinforcement Learning Toolbox",MATLAB,"RL agent development",https://www.mathworks.com/products/reinforcement-learning.html,,2019,
2833,168,1,OpenFL,Haxe,"Cross-platform development framework",https://www.openfl.org/,https://github.com/openfl/openfl,2013,
2834,168,1,HaxeFlixel,Haxe,"2D game engine",https://haxeflixel.com/,https://github.com/haxeflixel/haxeflixel,2013,
2835,168,1,Heaps,Haxe,"High-performance 2D/3D engine",https://heaps.io/,https://github.com/heapsio/heaps,2015,
2837,168,1,Kha,Haxe,"Low-level multimedia framework",https://kha.tech/,https://github.com/kode-gardens/kha,2012,
2838,168,1,HaxeUI,Haxe,"User interface framework",http://haxeui.org/,https://github.com/haxeui/haxeui-core,2013,
2839,168,1,Armory3D,Haxe,"3D game engine for Blender",https://armory3d.org/,https://github.com/armory3d/armory,2016,
2840,168,1,tink_core,Haxe,"Core utility library",https://lib.haxe.org/p/tink_core/,https://github.com/haxetink/tink_core,2013,
2841,168,1,tink_http,Haxe,"HTTP abstraction library",https://lib.haxe.org/p/tink_http/,https://github.com/haxetink/tink_http,2014,
2842,168,1,lix,Haxe,"Haxe package manager",https://github.com/lix-pm/lix.client,https://github.com/lix-pm/lix.client,2017,
2843,168,1,"Haxe Language Server",Haxe,"IDE support for Haxe",https://github.com/vshaxe/haxe-language-server,https://github.com/vshaxe/haxe-language-server,2017,
2844,168,1,hxcpp,Haxe,"C++ runtime for Haxe",https://lib.haxe.org/p/hxcpp/,https://github.com/haxelib/hxcpp,2011,
2845,168,1,CastleDB,Haxe,"Structured database editor",http://castledb.org/,https://github.com/ncannasse/castle,2014,
2846,168,1,HaxePunk,Haxe,"2D game engine",https://haxepunk.com/,https://github.com/haxepunk/haxepunk,2012,
2847,168,1,Actuate,Haxe,"Tweening library",https://lib.haxe.org/p/actuate/,https://github.com/openfl/actuate,2011,
2848,168,1,Coconut,Haxe,"Functional UI framework",https://github.com/MVCoconut/coconut.ui,https://github.com/hx-coconut/coconut,2016,
2849,168,1,Buddy,Haxe,"BDD testing framework",https://lib.haxe.org/p/buddy/,https://github.com/ciscoheat/buddy,2014,
2850,168,1,MassiveUnit,Haxe,"Unit testing framework",https://github.com/massiveinteractive/MassiveUnit,https://github.com/massiveinteractive/massiveunit,2011,
2851,168,1,Robotlegs,Haxe,"MVCS framework",https://lib.haxe.org/p/robotlegs/,https://github.com/openfl/robotlegs,2011,
2852,168,1,Polymod,Haxe,"Modding library",https://polymod.io/,https://github.com/larsiusprime/polymod,2019,
2853,168,1,Differ,Haxe,"Collision detection library",https://lib.haxe.org/p/differ/,https://github.com/underscorediscovery/differ,2015,
2854,168,1,HxWidgets,Haxe,"Native UI wrapper",https://lib.haxe.org/p/hxwidgets/,https://github.com/haxeui/hxwidgets,2017,
2855,168,1,Promhx,Haxe,"Promise and Signal library",https://lib.haxe.org/p/promhx/,https://github.com/jandersen/promhx,2013,
2856,168,1,thx.core,Haxe,"Extensive utility library",https://lib.haxe.org/p/thx.core/,https://github.com/fponticelli/thx.core,2014,
2857,168,1,HxScout,Haxe,"Performance profiler",https://hxscout.com/,https://github.com/hxscout/hxscout,2015,
1371,169,1,DISLIN,Fortran,"Scientific plotting library",https://www.dislin.de/,,1997,
1372,169,1,f90gl,Fortran,"OpenGL interface library",http://math.nist.gov/f90gl/,,1996,
1373,169,1,F03GL,Fortran,"OpenGL 2003 interface",http://www-stone.ch.cam.ac.uk/programs/f03gl/,,2008,
1374,169,1,gtk-fortran,Fortran,"GUI development library",,https://github.com/vmagnin/gtk-fortran,2011,
1375,169,1,PGPLOT,Fortran,"Graphics subroutine library",https://www.astro.caltech.edu/~tjp/pgplot/,,1983,
1376,169,1,VTKFortran,Fortran,"VTK data interface",,https://github.com/szaghi/vtkfortran,2015,
1377,169,1,FSON,Fortran,"JSON parser library",,https://github.com/joseph-long/fson,2012,
1378,169,1,json-fortran,Fortran,"Modern JSON library",,https://github.com/jacobwilliams/json-fortran,2014,
1379,169,1,FoX,Fortran,"XML processing library",http://www.uszla.me.uk/fox/,,2003,
1380,169,1,xml-fortran,Fortran,"XML handler library",,https://github.com/szaghi/xml-fortran,2007,
1381,169,1,datetime-fortran,Fortran,"Date and time library",,https://github.com/wavebitscientific/datetime-fortran,2014,
1382,169,1,FRUIT,Fortran,"Unit testing framework",,https://github.com/fruit-lang/fruit,2008,
1383,169,1,Ftunit,Fortran,"Lightweight testing tool",,https://github.com/arjenmarkus/ftunit,2008,
1384,169,1,pFUnit,Fortran,"Parallel testing framework",,https://github.com/goddard-fortran-ecosystem/pfunit,2005,
1385,169,1,Vegetables,Fortran,"Behavior-driven testing",,https://github.com/everythingfunctional/vegetables,2018,
1386,169,1,BeFoR64,Fortran,"Base64 encoding library",,https://github.com/szaghi/befor64,2015,
1387,169,1,PENF,Fortran,"Platform portability library",,https://github.com/szaghi/penf,2015,
1388,169,1,FLAP,Fortran,"Argument parsing library",,https://github.com/szaghi/flap,2015,
1389,169,1,options.f90,Fortran,"Configuration parsing library",,https://github.com/szaghi/options.f90,2009,
1390,169,1,FoBiS,Fortran,"Fortran build system",,https://github.com/szaghi/fobis,2014,
2732,171,1,Fable,F#,"F# to JavaScript compiler",https://fable.io/,https://github.com/fable-compiler/fable,2016,
2733,171,1,Giraffe,F#,"Functional web library",https://giraffe.fsharp.org/,https://github.com/giraffe-fsharp/giraffe,2017,
2734,171,1,Saturn,F#,"Web framework for F#",https://saturnframework.org/,https://github.com/saturnframework/saturn,2018,
2735,171,1,Bolero,F#,"F# for WebAssembly",https://fsbolero.io/,https://github.com/fsbolero/bolero,2018,
2736,171,1,Elmish,F#,"App state management",https://elmish.github.io/elmish/,https://github.com/elmish/elmish,2016,
2737,171,1,FSharp.Data,F#,"Data access tools",https://fsprojects.github.io/fsharp.data/,https://github.com/fsprojects/fsharp.data,2012,
2738,171,1,FsCheck,F#,"Property-based testing",https://fscheck.github.io/fscheck/,https://github.com/fscheck/fscheck,2009,
2739,171,1,Expecto,F#,"Test framework for F#",,https://github.com/haf/expecto,2016,
2740,171,1,Deedle,F#,"Data frame library",https://fslab.org/deedle/,https://github.com/fsprojects/deedle,2013,
2741,171,1,Fantomas,F#,"F# code formatter",https://fsprojects.github.io/fantomas/,https://github.com/fsprojects/fantomas,2017,
2742,171,1,Ionide,F#,"F# IDE extension",https://ionide.io/,https://github.com/ionide/ionide-vscode-fsharp,2015,
2743,171,1,Farmer,F#,"Azure infrastructure DSL",https://compositionalit.github.io/farmer/,https://github.com/compositionalit/farmer,2019,
2744,171,1,FsToolkit.ErrorHandling,F#,"Error handling utilities",https://demystifyfp.gitbook.io/fstoolkit-errorhandling/,https://github.com/demystifyfp/fstoolkit.errorhandling,2018,
2745,171,1,Suave,F#,"Functional web server",https://suave.io/,https://github.com/suaveio/suave,2013,
2746,171,1,Dapper.FSharp,F#,"Functional ORM wrapper",,https://github.com/dzoukr/dapper.fsharp,2019,
2747,171,1,SqlHydra,F#,"Type-safe SQL access",,https://github.com/jordanmarr/sqlhydra,2021,
2748,171,1,Argu,F#,"Argument parser for F#",https://fsprojects.github.io/argu/,https://github.com/fsprojects/argu,2015,
2749,171,1,Aether,F#,"Functional optics library",https://xyncro.tech/aether/,https://github.com/xyncro/aether,2014,
2750,171,1,DiffSharp,F#,"Differentiable programming",https://diffsharp.github.io/,https://github.com/diffsharp/diffsharp,2016,
2751,171,1,Fleece,F#,"JSON mapping for F#",,https://github.com/xyncro/fleece,2015,
392,172,1,Vibe.d,D,"D Web Framework",https://vibed.org/,https://github.com/vibe-d/vibe.d,2012,
1288,172,1,Mir,D,"Numerical Computing Library",https://libmir.org/,https://github.com/libmir/mir,2016,
1290,172,1,D-step,D,"C Binding Generator",,https://github.com/jacob-carlborg/dstep,2015,
1294,172,1,gtkD,D,"GTK+ D Bindings",https://gtkd.org/,https://github.com/gtkd-developers/gtkd,2005,
1295,172,1,Hunt,D,"Full-stack Web Framework",https://huntlabs.net/,https://github.com/huntlabs/hunt,2018,
1298,172,1,Dub,D,"D Package Manager",https://dub.pm/,https://github.com/dlang/dub,2012,
1299,172,1,"Digital Mars D",D,"D Reference Compiler",https://www.digitalmars.com/d/,https://github.com/dlang/dmd,2001,
1300,172,1,LDC,D,"LLVM D Compiler",https://ldc-developers.github.io/,https://github.com/ldc-developers/ldc,2009,
1301,172,1,GDC,D,"GNU D Compiler",https://gcc.gnu.org/fortran/,https://github.com/gcc-mirror/gcc,2004,
2672,172,1,Phobos,D,"D Standard Library",https://dlang.org/phobos/index.html,https://github.com/dlang/phobos,2001,
2673,172,1,serve-d,D,"D Language Server",https://code.dlang.org/packages/serve-d,https://github.com/pure-d/serve-d,2018,
2674,172,1,DCD,D,"D Autocompletion Engine",https://code.dlang.org/packages/dcd,https://github.com/dlang-community/dcd,2014,
2675,172,1,DScanner,D,"D Static Analysis",https://code.dlang.org/packages/dscanner,https://github.com/dlang-community/d-scanner,2014,
2676,172,1,dfmt,D,"D Code Formatter",https://code.dlang.org/packages/dfmt,https://github.com/dlang-community/dfmt,2015,
2678,172,1,Pegged,D,"D Parser Generator",https://code.dlang.org/packages/pegged,https://github.com/dlang-community/pegged,2012,
2679,172,1,Asdf,D,"Fast JSON Library",https://code.dlang.org/packages/asdf,https://github.com/libmir/asdf,2018,
2680,172,1,Unit-threaded,D,"Multi-threaded Test Framework",https://code.dlang.org/packages/unit-threaded,https://github.com/atilaneves/unit-threaded,2013,
2681,172,1,Dpp,D,"C++ Interop Tool",https://code.dlang.org/packages/dpp,https://github.com/atilaneves/dpp,2018,
2682,172,1,DerelictOrg,D,"Dynamic C Bindings",https://derelictorg.github.io/,https://github.com/derelictorg,2013,
2683,172,1,"Visual D",D,"Visual Studio Plugin",https://dlang.org/visuald/visuald.html,https://github.com/dlang/visuald,2010,
2684,172,1,Dexed,D,"Native D IDE",,https://github.com/peuter/dexed,2017,
2685,172,1,D-Runtime,D,"D Core Runtime",https://dlang.org/library/rt.html,https://github.com/dlang/druntime,2007,
2689,172,1,DlangUI,D,"D GUI Library",https://buggins.github.io/dlangui/,https://github.com/buggins/dlangui,2014,
2691,172,1,Vibe-core,D,"Async I/O Core",https://code.dlang.org/packages/vibe-core,https://github.com/vibe-d/vibe-core,2016,
2914,172,1,Arsd,D,"D Utility Collection",https://github.com/adamdruppe/arsd,https://github.com/adamdruppe/arsd,2011,
2612,173,1,Setuptools,Cython,"Build system tool",https://setuptools.pypa.io/,https://github.com/pypa/setuptools,2004,
2613,173,1,Meson,Cython,"Build system",https://mesonbuild.com/,https://github.com/mesonbuild/meson,2013,https://alion.io/jobs/meson?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2614,173,1,Scikit-build,Cython,"Build system tool",https://scikit-build.org/,https://github.com/scikit-build/scikit-build,2014,
2615,173,1,uvloop,Cython,"Networking library",https://github.com/magicstack/uvloop,https://github.com/magicstack/uvloop,2016,
2616,173,1,Cython-GDB,Cython,"Debugging tool",https://cython.readthedocs.io/en/latest/src/userguide/debugging.html,https://github.com/cython/cython,2011,
2617,173,1,Line_profiler,Cython,"Profiling tool",,https://github.com/pyutils/line_profiler,2008,
2618,173,1,Pyperf,Cython,"Benchmarking tool",https://github.com/vstinner/pyperf,https://github.com/vstinner/pyperf,2016,
2619,173,1,Auditwheel,Cython,"Packaging tool",,https://github.com/pypa/auditwheel,2016,
2620,173,1,Delocate,Cython,"Packaging tool",,https://github.com/matthew-brett/delocate,2014,
2621,173,1,Manylinux,Cython,"Distribution platform",,https://github.com/pypa/manylinux,2016,
2622,173,1,ujson,Cython,"JSON library",,https://github.com/ultrajson/ultrajson,2011,
2623,173,1,Gevent,Cython,"Networking library",https://www.gevent.org/,https://github.com/gevent/gevent,2009,
2624,173,1,LXML,Cython,"XML library",https://lxml.de/,https://github.com/lxml/lxml,2005,
2625,173,1,H5py,Cython,"Data library",https://www.h5py.org/,https://github.com/h5py/h5py,2008,
2626,173,1,Bottleneck,Cython,"Numerical library",,https://github.com/pydata/bottleneck,2010,
2627,173,1,Cytoolz,Cython,"Utility library",,https://github.com/pytoolz/cytoolz,2014,
2628,173,1,Pyzmq,Cython,"Networking library",https://pyzmq.readthedocs.io/,https://github.com/zeromq/pyzmq,2010,
2629,173,1,Pythran,Cython,"Compilation tool",https://pythran.readthedocs.io/,https://github.com/serge-sans-paille/pythran,2012,
2630,173,1,Kivy,Cython,"UI framework",https://kivy.org/,https://github.com/kivy/kivy,2011,
2631,173,1,PyBind11,Cython,"Binding tool",https://pybind11.readthedocs.io/,https://github.com/pybind/pybind11,2015,https://alion.io/jobs/pybind11?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2712,243,1,"Elm Land",Elm,"Web framework",https://elm.land/,https://github.com/elm-land/elm-land,2022,
2713,243,1,elm-pages,Elm,"Static site generator",https://elm-pages.com/,https://github.com/dillonkearns/elm-pages,2019,
2714,243,1,Lamdera,Elm,"Full-stack framework",https://www.lamdera.com/,https://github.com/lamdera,2021,
2715,243,1,elm-ui,Elm,"UI library",,https://github.com/mdgriffith/elm-ui,2018,
2716,243,1,elm-css,Elm,"CSS-in-Elm library",,https://github.com/rtfeldman/elm-css,2015,
2717,243,1,elm-test,Elm,"Testing framework",,https://github.com/elm-explorations/test,2015,
2718,243,1,elm-review,Elm,"Static analysis tool",https://elm-review.com/,https://github.com/jfmengels/elm-review,2019,
2719,243,1,elm-format,Elm,"Code formatter",,https://github.com/avh4/elm-format,2016,
2720,243,1,elm-json,Elm,"Package management tool",,https://github.com/zwilias/elm-json,2019,
2721,243,1,elm-watch,Elm,"Development watcher",,https://github.com/lydell/elm-watch,2022,
2722,243,1,intellij-elm,Elm,"IDE plugin",,https://github.com/klazuka/intellij-elm,2018,
2723,243,1,elm-program-test,Elm,"Full-program testing",,https://github.com/avh4/elm-program-test,2019,
2724,243,1,elm-graphql,Elm,"GraphQL client",,https://github.com/dillonkearns/elm-graphql,2018,
2725,243,1,elm-visualization,Elm,"Data visualization library",,https://github.com/grizzly/elm-visualization,2018,
2726,243,1,elm-charts,Elm,"Chart library",,https://github.com/giuseppeg/elm-charts,2021,
2727,243,1,elm-spa,Elm,"SPA framework",https://www.elm-spa.com/,https://github.com/ryannhg/elm-spa,2020,
2728,243,1,elm-optimize-level-2,Elm,"Build optimizer",,https://github.com/mdgriffith/elm-optimize-level-2,2020,
2729,243,1,elm-explorable,Elm,"Interactive article library",,https://github.com/pablen/elm-explorable,2020,
2730,243,1,elm-animator,Elm,"Animation library",,https://github.com/mdgriffith/elm-animator,2020,
2731,243,1,elm-codec,Elm,"JSON codec library",,https://github.com/minibill/elm-codec,2019,
584,324,1,LuaJIT,Lua,"Just-In-Time compiler",https://luajit.org/,https://github.com/luajit/luajit,2005,
641,324,1,LÖVE,Lua,"2D game framework",https://love2d.org/,https://github.com/love2d/love,2008,
643,324,1,Lapis,Lua,"Web application framework",https://leafo.net/lapis/,https://github.com/leafo/lapis,2014,
644,324,1,OpenResty,Lua,"Web application platform",https://openresty.org/,https://github.com/openresty/openresty,2011,https://alion.io/jobs/openresty?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
646,324,1,LuaSocket,Lua,"Networking library",https://lunarmodules.github.io/luasocket/,https://github.com/lunarmodules/luasocket,2004,
647,324,1,LuaSec,Lua,"SSL/TLS library",,https://github.com/brunoos/luasec,2009,
649,324,1,Luvit,Lua,"Asynchronous runtime",https://luvit.io/,https://github.com/luvit/luvit,2011,
1332,324,1,Penlight,Lua,"Standard library extension",https://lunarmodules.github.io/penlight/,https://github.com/lunarmodules/penlight,2009,
1333,324,1,LuaFileSystem,Lua,"Filesystem access library",https://lunarmodules.github.io/luafilesystem/,https://github.com/lunarmodules/luafilesystem,2003,
2502,324,1,"Roblox API",Lua,"Game platform API",https://create.roblox.com/docs/reference/engine,,2006,
2503,324,1,Luau,Lua,"Fast typed Lua derivative",https://luau-lang.org/,https://github.com/luau-lang/luau,2019,
2504,324,1,Solar2D,Lua,"2D game engine",https://solar2d.com/,https://github.com/coronalabs/corona,2020,
2505,324,1,FiveM,Lua,"Multiplayer mod framework",https://fivem.net/,https://github.com/citizenfx/fivem,2015,
2506,324,1,Hammerspoon,Lua,"macOS automation tool",https://www.hammerspoon.org/,https://github.com/hammerspoon/hammerspoon,2014,
2507,324,1,"Neovim Lua API",Lua,"Editor configuration API",https://neovim.io/,https://github.com/neovim/neovim,2016,
2508,324,1,Telescope.nvim,Lua,"Fuzzy finder for Neovim",,https://github.com/nvim-telescope/telescope.nvim,2020,
2509,324,1,"Kong Gateway",Lua,"Cloud-native API gateway",https://konghq.com/,https://github.com/kong/kong,2015,
2511,324,1,LuaRocks,Lua,"Lua package manager",https://luarocks.org/,https://github.com/luarocks/luarocks,2007,
2512,324,1,Busted,Lua,"Unit testing framework",https://lunarmodules.github.io/busted/,https://github.com/olivine-labs/busted,2013,
2513,324,1,Plenary.nvim,Lua,"Functional utility library",,https://github.com/nvim-lua/plenary.nvim,2020,
2514,324,1,Fennel,Lua,"Lisp for Lua",https://fennel-lang.org/,https://github.com/bakpakin/fennel,2016,
2515,324,1,Teal,Lua,"Statically typed Lua",,https://github.com/teal-language/teal,2019,
2892,324,1,NodeMCU,Lua,"IoT platform for ESP8266/ESP32",https://nodemcu.com/,https://github.com/nodemcu/nodemcu-firmware,2014,
2893,324,1,Skynet,Lua,"Game server framework",,https://github.com/cloudwu/skynet,2012,
2,0,2,Databases,,,,,,https://alion.io/jobs/databases?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
176,2,2,MySQL,Databases,"Relational database",https://www.mysql.com/,https://github.com/mysql/mysql-server,1995,https://alion.io/jobs/mysql?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
177,2,2,MongoDB,Databases,"NoSQL database",https://www.mongodb.com/,https://github.com/mongodb/mongo,2009,https://alion.io/jobs/mongodb?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
178,2,2,PostgreSQL,Databases,"Relational database",https://www.postgresql.org/,https://github.com/postgres/postgres,1996,https://alion.io/jobs/postgresql?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
179,2,2,Redis,Databases,"In-memory database",https://redis.io/,https://github.com/redis/redis,2009,https://alion.io/jobs/redis?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
180,2,2,"SAP HANA",Databases,"In-memory database",https://www.sap.com/products/technology-platform/hana.html,,2010,https://alion.io/jobs/sap-hana?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
181,2,2,Snowflake,Databases,"Cloud data warehouse",https://www.snowflake.com/,,2014,https://alion.io/jobs/snowflake?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
182,2,2,Supabase,Databases,"Backend platform",https://supabase.com/,https://github.com/supabase/supabase,2020,https://alion.io/jobs/supabase?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
183,2,2,Weaviate,Databases,"Vector database",https://weaviate.io/,https://github.com/weaviate/weaviate,2019,https://alion.io/jobs/weaviate?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
235,2,2,Neo4j,Databases,"Graph database",https://neo4j.com/,https://github.com/neo4j/neo4j,2007,https://alion.io/jobs/neo4j?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
240,2,2,GraphDB,Databases,"Graph database",https://graphdb.ontotext.com/,,2000,https://alion.io/jobs/graphdb?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
251,2,2,Druid,Databases,"Analytical database",https://druid.apache.org/,https://github.com/apache/druid,2011,https://alion.io/jobs/druid?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
262,2,2,Db2,Databases,"Relational database",https://www.ibm.com/products/db2,,1983,https://alion.io/jobs/db2?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
278,2,2,Databricks,Databases,"Data intelligence platform",https://www.databricks.com/,https://github.com/databricks,2013,https://alion.io/jobs/databricks?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
279,2,2,Firestore,Databases,"NoSQL database",https://firebase.google.com/products/firestore,,2017,https://alion.io/jobs/firestore?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
280,2,2,NATS,Databases,"Messaging system",https://nats.io/,https://github.com/nats-io/nats-server,2011,https://alion.io/jobs/nats?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
282,2,2,Oracle,Databases,"Relational database",https://www.oracle.com/database/,,1979,https://alion.io/jobs/oracle?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
323,2,2,ClickHouse,Databases,"Columnar database",https://clickhouse.com/,https://github.com/clickhouse/clickhouse,2016,https://alion.io/jobs/clickhouse?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
328,2,2,Aerospike,Databases,"NoSQL database",https://aerospike.com/,https://github.com/aerospike/aerospike-server,2012,https://alion.io/jobs/aerospike?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
355,2,2,"Apache Iceberg",Databases,"Open table format",https://iceberg.apache.org/,https://github.com/apache/iceberg,2017,https://alion.io/jobs/apache-iceberg?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
356,2,2,Chroma,Databases,"Vector database",https://www.trychroma.com/,https://github.com/chroma-core/chroma,2022,https://alion.io/jobs/chroma?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
357,2,2,CockroachDB,Databases,"Distributed SQL database",https://www.cockroachlabs.com/,https://github.com/cockroachdb/cockroach,2015,https://alion.io/jobs/cockroachdb?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
358,2,2,HBase,Databases,"NoSQL database",https://hbase.apache.org/,https://github.com/apache/hbase,2008,https://alion.io/jobs/hbase?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
359,2,2,"Delta Lake",Databases,"Storage layer",https://delta.io/,https://github.com/delta-io/delta,2019,https://alion.io/jobs/delta-lake?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
360,2,2,DuckDB,Databases,"Analytical database",https://duckdb.org/,https://github.com/duckdb/duckdb,2019,https://alion.io/jobs/duckdb?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
361,2,2,Cassandra,Databases,"NoSQL database",https://cassandra.apache.org/,https://github.com/apache/cassandra,2008,https://alion.io/jobs/cassandra?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
363,2,2,Milvus,Databases,"Vector database",https://milvus.io/,https://github.com/milvus-io/milvus,2019,https://alion.io/jobs/milvus?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
364,2,2,Mnesia,Databases,"Distributed database",https://www.erlang.org/doc/man/mnesia.html,https://github.com/erlang/otp/tree/master/lib/mnesia,1998,
365,2,2,pgvector,Databases,"Vector search extension",https://github.com/pgvector/pgvector,https://github.com/pgvector/pgvector,2021,https://alion.io/jobs/pgvector?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
367,2,2,Pinecone,Databases,"Vector database",https://www.pinecone.io/,,2021,https://alion.io/jobs/pinecone?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
371,2,2,PostGIS,Databases,"Spatial database extension",https://postgis.net/,https://github.com/postgis/postgis,2001,https://alion.io/jobs/postgis?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
372,2,2,Presto,Databases,"SQL query engine",https://prestodb.io/,https://github.com/prestodb/presto,2013,https://alion.io/jobs/presto?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
373,2,2,DynamoDB,Databases,"NoSQL database",https://aws.amazon.com/dynamodb/,,2012,https://alion.io/jobs/dynamodb?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
376,2,2,FAISS,Databases,"Vector similarity search",https://faiss.ai/,https://github.com/facebookresearch/faiss,2017,https://alion.io/jobs/faiss?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
378,2,2,Qdrant,Databases,"Vector database",https://qdrant.tech/,https://github.com/qdrant/qdrant,2021,https://alion.io/jobs/qdrant?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
379,2,2,RavenDB,Databases,"NoSQL document database",https://ravendb.net/,https://github.com/ravendb/ravendb,2010,https://alion.io/jobs/ravendb?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
381,2,2,ScyllaDB,Databases,"NoSQL database",https://www.scylladb.com/,https://github.com/scylladb/scylladb,2015,https://alion.io/jobs/scylladb?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
384,2,2,Tarantool,Databases,"In-memory database",https://www.tarantool.io/,https://github.com/tarantool/tarantool,2010,https://alion.io/jobs/tarantool?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
387,2,2,TigerBeetle,Databases,"Financial database",https://tigerbeetle.com/,https://github.com/tigerbeetle/tigerbeetle,2021,https://alion.io/jobs/tigerbeetle?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
388,2,2,TimescaleDB,Databases,"Time-series database",https://www.timescale.com/,https://github.com/timescale/timescaledb,2017,https://alion.io/jobs/timescaledb?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
396,2,2,KDB+,Databases,"Time-series database",https://kx.com/,,2000,https://alion.io/jobs/kdb?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
402,2,2,KeyDB,Databases,"In-memory database",https://keydb.dev/,https://github.com/snapchat/keydb,2019,https://alion.io/jobs/keydb?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
407,2,2,LookML,Databases,"Data modeling language",https://cloud.google.com/looker/docs/lookml-quickstart,,2014,https://alion.io/jobs/lookml?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
415,2,2,RabbitMQ,Databases,"Message broker",https://www.rabbitmq.com/,https://github.com/rabbitmq/rabbitmq-server,2007,https://alion.io/jobs/rabbitmq?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
438,2,2,MinIO,Databases,"Object storage",https://min.io/,https://github.com/minio/minio,2014,https://alion.io/jobs/minio?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
586,2,2,ActiveMQ,Databases,"Message broker",https://activemq.apache.org/,https://github.com/apache/activemq,2004,https://alion.io/jobs/activemq?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
666,2,2,"MS SQL",Databases,"Relational database",https://www.microsoft.com/sql-server,,1989,https://alion.io/jobs/ms-sql?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
777,2,2,Couchbase,Databases,"NoSQL database",https://www.couchbase.com/,https://github.com/couchbase,2011,https://alion.io/jobs/couchbase?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
778,2,2,Memcached,Databases,"In-memory cache",https://memcached.org/,https://github.com/memcached/memcached,2003,https://alion.io/jobs/memcached?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
782,2,2,InfluxDB,Databases,"Time-series database",https://www.influxdata.com/,https://github.com/influxdata/influxdb,2013,https://alion.io/jobs/influxdb?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
854,2,2,SQLite,Databases,"Relational database",https://www.sqlite.org/,https://github.com/sqlite/sqlite,2000,https://alion.io/jobs/sqlite?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
859,2,2,MariaDB,Databases,"Relational database",https://mariadb.org/,https://github.com/mariadb/server,2009,https://alion.io/jobs/mariadb?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
882,2,2,ElasticSearch,Databases,"Search engine",https://www.elastic.co/,https://github.com/elastic/elasticsearch,2010,https://alion.io/jobs/elasticsearch?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
896,2,2,"Apache Kafka",Databases,"Event streaming platform",https://kafka.apache.org/,https://github.com/apache/kafka,2011,https://alion.io/jobs/apache-kafka?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1215,2,2,OpenSearch,Databases,"Search engine",https://opensearch.org/,https://github.com/opensearch-project/opensearch,2021,https://alion.io/jobs/opensearch?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1231,2,2,Greenplum,Databases,"Analytical database",https://greenplum.org/,https://github.com/greenplum-db/gpdb,2005,https://alion.io/jobs/greenplum?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1236,2,2,Usearch,Databases,"Vector search engine",https://github.com/unum-cloud/usearch,https://github.com/unum-cloud/usearch,2023,
1349,2,2,HeatWave,Databases,"Query accelerator",https://www.oracle.com/mysql/heatwave/,,2020,
1362,2,2,RediSearch,Databases,"Search engine",https://redis.io/docs/interact/search-and-query/,https://github.com/redisearch/redisearch,2016,
1426,2,2,CouchDB,Databases,"NoSQL database",https://couchdb.apache.org/,https://github.com/apache/couchdb,2005,https://alion.io/jobs/couchdb?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1460,2,2,SurrealDB,Databases,"Multi-model database",https://surrealdb.com/,https://github.com/surrealdb/surrealdb,2021,
1462,2,2,Dgraph,Databases,"Graph database",https://dgraph.io/,https://github.com/dgraph-io/dgraph,2016,https://alion.io/jobs/dgraph?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1531,2,2,LanceDB,Databases,"Vector database",https://lancedb.com/,https://github.com/lancedb/lancedb,2023,https://alion.io/jobs/lancedb?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1532,2,2,TiDB,Databases,"Distributed SQL database",https://pingcap.com/tidb,https://github.com/pingcap/tidb,2016,https://alion.io/jobs/tidb?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1536,2,2,DragonflyDB,Databases,"In-memory database",https://dragonflydb.io/,https://github.com/dragonflydb/dragonfly,2022,
1544,2,2,Meilisearch,Databases,"Search engine",https://www.meilisearch.com/,https://github.com/meilisearch/meilisearch,2018,https://alion.io/jobs/meilisearch?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1685,2,2,RocksDB,Databases,"Key-value store",https://rocksdb.org/,https://github.com/facebook/rocksdb,2013,https://alion.io/jobs/rocksdb?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2641,2,2,LiteDB,Databases,"Embedded NoSQL database",https://www.litedb.org/,https://github.com/mbdavid/litedb,2015,
3780,2,2,"Google BigQuery",Databases,"Cloud data warehouse",https://cloud.google.com/bigquery,,2010,https://alion.io/jobs/google-bigquery?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3781,2,2,"Amazon Redshift",Databases,"Cloud data warehouse",https://aws.amazon.com/redshift/,,2012,https://alion.io/jobs/amazon-redshift?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3782,2,2,"Amazon Aurora",Databases,"Relational database",https://aws.amazon.com/rds/aurora/,,2014,https://alion.io/jobs/amazon-aurora?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3783,2,2,"Azure Cosmos DB",Databases,"NoSQL database",https://azure.microsoft.com/products/cosmos-db,,2017,https://alion.io/jobs/azure-cosmos-db?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3784,2,2,ArangoDB,Databases,"Multi-model database",https://arangodb.com/,https://github.com/arangodb/arangodb,2012,https://alion.io/jobs/arangodb?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3785,2,2,"Apache Solr",Databases,"Search engine",https://solr.apache.org/,https://github.com/apache/solr,2004,https://alion.io/jobs/apache-solr?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3786,2,2,"Apache Pulsar",Databases,"Event streaming platform",https://pulsar.apache.org/,https://github.com/apache/pulsar,2017,https://alion.io/jobs/apache-pulsar?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3787,2,2,YugabyteDB,Databases,"Distributed SQL database",https://www.yugabyte.com/,https://github.com/yugabyte/yugabyte-db,2017,
3788,2,2,"Apache Hudi",Databases,"Open table format",https://hudi.apache.org/,https://github.com/apache/hudi,2016,https://alion.io/jobs/apache-hudi?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3789,2,2,Trino,Databases,"SQL query engine",https://trino.io/,https://github.com/trinodb/trino,2020,https://alion.io/jobs/trino?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3790,2,2,StarRocks,Databases,"Analytical database",https://www.starrocks.io/,https://github.com/StarRocks/starrocks,2020,https://alion.io/jobs/starrocks?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3791,2,2,"Apache Doris",Databases,"Analytical database",https://doris.apache.org/,https://github.com/apache/doris,2017,https://alion.io/jobs/apache-doris?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3792,2,2,QuestDB,Databases,"Time-series database",https://questdb.io/,https://github.com/questdb/questdb,2014,
3793,2,2,Typesense,Databases,"Search engine",https://typesense.org/,https://github.com/typesense/typesense,2019,
3794,2,2,"Apache Ignite",Databases,"In-memory database",https://ignite.apache.org/,https://github.com/apache/ignite,2017,https://alion.io/jobs/apache-ignite?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3795,2,2,"Amazon Neptune",Databases,"Graph database",https://aws.amazon.com/neptune/,,2017,https://alion.io/jobs/amazon-neptune?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3796,2,2,Memgraph,Databases,"Graph database",https://memgraph.com/,https://github.com/memgraph/memgraph,2017,https://alion.io/jobs/memgraph?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3797,2,2,Firebird,Databases,"Relational database",https://firebirdsql.org/,https://github.com/FirebirdSQL/firebird,2000,https://alion.io/jobs/firebird?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3798,2,2,Vertica,Databases,"Analytical database",https://www.vertica.com/,,2005,https://alion.io/jobs/vertica?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3799,2,2,Teradata,Databases,"Analytical database",https://www.teradata.com/,,1984,https://alion.io/jobs/teradata?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3800,2,2,"Google Cloud Spanner",Databases,"Distributed SQL database",https://cloud.google.com/spanner,,2017,https://alion.io/jobs/google-cloud-spanner?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3801,2,2,"Google Bigtable",Databases,"NoSQL database",https://cloud.google.com/bigtable,,2015,https://alion.io/jobs/google-bigtable?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3802,2,2,"Amazon DocumentDB",Databases,"NoSQL document database",https://aws.amazon.com/documentdb/,,2019,https://alion.io/jobs/amazon-documentdb?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3803,2,2,"Azure SQL Database",Databases,"Relational database",https://azure.microsoft.com/products/azure-sql/database,,2010,https://alion.io/jobs/azure-sql-database?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3804,2,2,Redpanda,Databases,"Event streaming platform",https://redpanda.com/,https://github.com/redpanda-data/redpanda,2020,https://alion.io/jobs/redpanda?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3805,2,2,FoundationDB,Databases,"Distributed database",https://www.foundationdb.org/,https://github.com/apple/foundationdb,2013,https://alion.io/jobs/foundationdb?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3806,2,2,"H2 Database",Databases,"Embedded relational database",https://www.h2database.com/,https://github.com/h2database/h2database,2005,
3807,2,2,Vespa,Databases,"Search engine",https://vespa.ai/,https://github.com/vespa-engine/vespa,2017,https://alion.io/jobs/vespa?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3810,2,2,IMS,Databases,"Hierarchical database system",https://www.ibm.com/products/ims,,1968,https://alion.io/jobs/ims?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4910,2,2,"Microsoft Fabric",Databases,"Unified analytics platform",https://www.microsoft.com/microsoft-fabric,,2023,https://alion.io/jobs/microsoft-fabric?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
5034,2,2,"SAP BW",Databases,,,,,
3,0,3,AI/ML,,,,,,
5083,3,3,"Machine Learning",AI/ML,,,,,
30,3,3,Vision,AI/ML,"Computer vision",,,,https://alion.io/jobs/vision?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
29,3,3,Models,AI/ML,Models,,,,https://alion.io/jobs/models?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
28,3,3,MLOps,AI/ML,MLOps,,,,https://alion.io/jobs/mlops?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
27,3,3,"LLM Tuning",AI/ML,"LLM tuning",,,,https://alion.io/jobs/llm-tuning?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
26,3,3,"LLM Apps",AI/ML,"LLM applications",,,,https://alion.io/jobs/llm-apps?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
25,3,3,GenMedia,AI/ML,"Generative media",,,,https://alion.io/jobs/genmedia?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
24,3,3,"Deep Learning",AI/ML,"Deep learning",,,,https://alion.io/jobs/deep-learning?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
23,3,3,Concepts,AI/ML,"AI/ML concepts",,,,https://alion.io/jobs/concepts?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
22,3,3,"Classic ML",AI/ML,"Classic machine learning",,,,https://alion.io/jobs/classic-ml?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
195,22,3,Polars,"Classic ML","DataFrame library",https://pola.rs/,https://github.com/pola-rs/polars,2020,https://alion.io/jobs/polars?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
239,22,3,Hadoop,"Classic ML","Distributed computing framework",https://hadoop.apache.org/,https://github.com/apache/hadoop,2006,https://alion.io/jobs/hadoop?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
241,22,3,LightFM,"Classic ML","Recommendation system library",https://lyst.github.io/lightfm/,https://github.com/lyst/lightfm,2015,https://alion.io/jobs/lightfm?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
249,22,3,CatBoost,"Classic ML","Gradient boosting library",https://catboost.ai/,https://github.com/catboost/catboost,2017,https://alion.io/jobs/catboost?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
250,22,3,Spark,"Classic ML","Data processing engine",https://spark.apache.org/,https://github.com/apache/spark,2010,https://alion.io/jobs/spark?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
423,22,3,Optuna,"Classic ML","Hyperparameter optimization framework",https://optuna.org/,https://github.com/optuna/optuna,2018,https://alion.io/jobs/optuna?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
426,22,3,SHAP,"Classic ML","Model explainability library",https://shap.readthedocs.io/,https://github.com/shap/shap,2017,https://alion.io/jobs/shap?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
429,22,3,XGBoost,"Classic ML","Gradient boosting library",https://xgboost.ai/,https://github.com/dmlc/xgboost,2014,https://alion.io/jobs/xgboost?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
526,22,3,Scikit-learn,"Classic ML","Machine learning library",https://scikit-learn.org/,https://github.com/scikit-learn/scikit-learn,2007,https://alion.io/jobs/scikit-learn?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
532,22,3,SciPy,"Classic ML","Scientific computing library",https://scipy.org/,https://github.com/scipy/scipy,2001,https://alion.io/jobs/scipy?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
533,22,3,PyCaret,"Classic ML","Machine learning library",https://pycaret.org/,https://github.com/pycaret/pycaret,2020,
536,22,3,FastAI,"Classic ML","Deep learning library",https://www.fast.ai/,https://github.com/fastai/fastai,2017,https://alion.io/jobs/fastai?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
546,22,3,Gensim,"Classic ML","Topic modeling library",https://radimrehurek.com/gensim/,https://github.com/piskvorky/gensim,2009,https://alion.io/jobs/gensim?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
577,22,3,MLlib,"Classic ML","Machine learning library",https://spark.apache.org/mllib/,,2014,https://alion.io/jobs/mllib?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
601,22,3,LightGBM,"Classic ML","Gradient boosting framework",https://lightgbm.readthedocs.io/,https://github.com/microsoft/lightgbm,2016,https://alion.io/jobs/lightgbm?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
667,22,3,spaCy,"Classic ML","Natural language processing",https://spacy.io/,https://github.com/explosion/spacy,2015,https://alion.io/jobs/spacy?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
706,22,3,PyOD,"Classic ML","Outlier detection library",https://pyod.readthedocs.io/,https://github.com/yzhao062/pyod,2017,
711,22,3,Prophet,"Classic ML","Time series forecasting library",https://facebook.github.io/prophet/,https://github.com/facebook/prophet,2017,https://alion.io/jobs/prophet?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
715,22,3,Modin,"Classic ML","DataFrame scaling library",https://modin.org/,https://github.com/modin-project/modin,2018,
718,22,3,LIME,"Classic ML","Local model interpretability",https://github.com/marcotcr/lime,https://github.com/marcotcr/lime,2016,https://alion.io/jobs/lime?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
743,22,3,Flink,"Classic ML","Stream processing framework",https://flink.apache.org/,https://github.com/apache/flink,2011,https://alion.io/jobs/flink?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
841,22,3,Pandas,"Classic ML","Data analysis library",https://pandas.pydata.org/,https://github.com/pandas-dev/pandas,2008,https://alion.io/jobs/pandas?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
844,22,3,NumPy,"Classic ML","Numerical computing library",https://numpy.org/,https://github.com/numpy/numpy,2006,https://alion.io/jobs/numpy?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1645,22,3,NLTK,"Classic ML","Natural language toolkit",https://www.nltk.org/,https://github.com/nltk/nltk,2001,https://alion.io/jobs/nltk?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1678,22,3,Joblib,"Classic ML","Pipeline serialization library",https://joblib.readthedocs.io/,https://github.com/joblib/joblib,2008,
3248,22,3,Statsmodels,"Classic ML","Statistical modeling library",https://www.statsmodels.org/,https://github.com/statsmodels/statsmodels,2010,https://alion.io/jobs/statsmodels?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3256,22,3,RAPIDS,"Classic ML","GPU data science suite",https://rapids.ai/,https://github.com/rapidsai,2018,
3257,22,3,cuDF,"Classic ML","GPU DataFrame library",https://docs.rapids.ai/api/cudf/stable/,https://github.com/rapidsai/cudf,2018,
3258,22,3,cuML,"Classic ML","GPU machine learning library",https://docs.rapids.ai/api/cuml/stable/,https://github.com/rapidsai/cuml,2018,
3261,22,3,NeuralProphet,"Classic ML","Neural time series forecasting",https://neuralprophet.com/,https://github.com/ourownstory/neural_prophet,2020,
4764,22,3,TPOT,"Classic ML","Genetic AutoML tool",http://epistasislab.github.io/tpot/,https://github.com/EpistasisLab/tpot,2015,
4765,22,3,FLAML,"Classic ML","Fast AutoML library",https://microsoft.github.io/FLAML/,https://github.com/microsoft/FLAML,2020,
4766,22,3,Hyperopt,"Classic ML","Hyperparameter optimization",http://hyperopt.github.io/hyperopt/,https://github.com/hyperopt/hyperopt,2013,
4767,22,3,"Ray Tune","Classic ML","Distributed tuning library",https://docs.ray.io/en/latest/tune/,https://github.com/ray-project/ray,2018,
4932,22,3,"Recommender Systems","Classic ML","Recommender systems",https://en.wikipedia.org/wiki/Recommender_system,,1992,https://alion.io/jobs/recommender-systems?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
519,23,3,Fine-tuning,Concepts,"Model adaptation technique",https://en.wikipedia.org/wiki/Fine-tuning_(deep_learning),,2018,https://alion.io/jobs/fine-tuning?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
520,23,3,Embeddings,Concepts,"Vector representations",https://en.wikipedia.org/wiki/Word_embedding,,2013,https://alion.io/jobs/embeddings?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
521,23,3,RLHF,Concepts,"Human-feedback alignment",https://en.wikipedia.org/wiki/Reinforcement_learning_from_human_feedback,,2017,https://alion.io/jobs/rlhf?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
523,23,3,"Reinforcement Learning",Concepts,"Reward-based learning",https://en.wikipedia.org/wiki/Reinforcement_learning,,1989,https://alion.io/jobs/reinforcement-learning?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
524,23,3,Quantization,Concepts,"Model precision reduction",https://huggingface.co/docs/optimum/concept_guides/quantization,,2016,https://alion.io/jobs/quantization?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
529,23,3,"Prompt Engineering",Concepts,"Prompt design discipline",https://en.wikipedia.org/wiki/Prompt_engineering,,2020,https://alion.io/jobs/prompt-engineering?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
537,23,3,"Multimodal AI",Concepts,"Cross-modal models",https://en.wikipedia.org/wiki/Multimodal_learning,,2021,https://alion.io/jobs/multimodal-ai?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
538,23,3,"Knowledge Distillation",Concepts,"Model compression method",https://en.wikipedia.org/wiki/Knowledge_distillation,,2015,https://alion.io/jobs/knowledge-distillation?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
539,23,3,"Function Calling",Concepts,"Structured tool invocation",https://platform.openai.com/docs/guides/function-calling,,2023,https://alion.io/jobs/function-calling?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
540,23,3,"Diffusion Models",Concepts,"Generative image models",https://en.wikipedia.org/wiki/Diffusion_model,,2015,https://alion.io/jobs/diffusion-models?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
541,23,3,"Computer Vision",Concepts,"Image understanding field",https://en.wikipedia.org/wiki/Computer_vision,,1966,https://alion.io/jobs/computer-vision?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
542,23,3,Chain-of-Thought,Concepts,"Step-by-step reasoning",https://en.wikipedia.org/wiki/Prompt_engineering,,2022,https://alion.io/jobs/chain-of-thought?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
543,23,3,"AI Agents",Concepts,"Autonomous LLM systems",https://en.wikipedia.org/wiki/Intelligent_agent,,1995,https://alion.io/jobs/ai-agents?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
544,23,3,NLP,Concepts,"Natural language processing",https://en.wikipedia.org/wiki/Natural_language_processing,,1950,https://alion.io/jobs/nlp?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
545,23,3,NER,Concepts,"Entity recognition task",https://en.wikipedia.org/wiki/Named-entity_recognition,,1996,https://alion.io/jobs/ner?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
548,23,3,"Speech Recognition",Concepts,"Audio-to-text task",https://en.wikipedia.org/wiki/Speech_recognition,,1952,https://alion.io/jobs/speech-recognition?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
549,23,3,"Transfer Learning",Concepts,"Knowledge reuse method",https://en.wikipedia.org/wiki/Transfer_learning,,2010,https://alion.io/jobs/transfer-learning?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
551,23,3,VLM,Concepts,"Vision-language model",https://huggingface.co/blog/vlms,,2021,https://alion.io/jobs/vlm?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
900,23,3,LLM,Concepts,"Large language model",https://en.wikipedia.org/wiki/Large_language_model,,2018,https://alion.io/jobs/llm?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
901,23,3,RAG,Concepts,"AI architecture pattern",https://en.wikipedia.org/wiki/Retrieval-augmented_generation,,2020,https://alion.io/jobs/rag?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4593,23,3,"In-Context Learning",Concepts,"Learning from prompt examples",https://en.wikipedia.org/wiki/Prompt_engineering,,2020,https://alion.io/jobs/in-context-learning?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4594,23,3,"Few-Shot Learning",Concepts,"Learning from few examples",https://en.wikipedia.org/wiki/Few-shot_learning,,2016,https://alion.io/jobs/few-shot-learning?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4596,23,3,"Mixture of Experts",Concepts,"Sparse expert architecture",https://en.wikipedia.org/wiki/Mixture_of_experts,,1991,https://alion.io/jobs/mixture-of-experts?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4598,23,3,Tokenization,Concepts,"Text to token conversion",https://en.wikipedia.org/wiki/Lexical_analysis,,2016,https://alion.io/jobs/tokenization?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4599,23,3,Hallucination,Concepts,"LLM false output",https://en.wikipedia.org/wiki/Hallucination_(artificial_intelligence),,2022,https://alion.io/jobs/hallucination?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4604,23,3,Reranking,Concepts,"Retrieval result reordering",https://en.wikipedia.org/wiki/Learning_to_rank,,2019,https://alion.io/jobs/reranking?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4607,23,3,"Hybrid Search",Concepts,"Keyword plus vector search",https://en.wikipedia.org/wiki/Information_retrieval,,2021,https://alion.io/jobs/hybrid-search?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4615,23,3,GAN,Concepts,"Generative adversarial network",https://en.wikipedia.org/wiki/Generative_adversarial_network,,2014,
4618,23,3,CNN,Concepts,"Convolutional neural network",https://en.wikipedia.org/wiki/Convolutional_neural_network,,1989,https://alion.io/jobs/cnn?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4621,23,3,GNN,Concepts,"Graph neural network",https://en.wikipedia.org/wiki/Graph_neural_network,,2009,https://alion.io/jobs/gnn?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4622,23,3,"Federated Learning",Concepts,"Decentralized training",https://en.wikipedia.org/wiki/Federated_learning,,2016,https://alion.io/jobs/federated-learning?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4623,23,3,"Self-Supervised Learning",Concepts,"Label-free pretraining",https://en.wikipedia.org/wiki/Self-supervised_learning,,2018,https://alion.io/jobs/self-supervised-learning?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4624,23,3,"Contrastive Learning",Concepts,"Similarity-based training",https://en.wikipedia.org/wiki/Contrastive_learning,,2020,https://alion.io/jobs/contrastive-learning?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4626,23,3,"Anomaly Detection",Concepts,"Outlier identification",https://en.wikipedia.org/wiki/Anomaly_detection,,1980,https://alion.io/jobs/anomaly-detection?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4627,23,3,"Time Series",Concepts,"Future value prediction",https://en.wikipedia.org/wiki/Time_series,,1970,
4629,23,3,"Image Segmentation",Concepts,"Pixel-level classification",https://en.wikipedia.org/wiki/Image_segmentation,,1990,https://alion.io/jobs/image-segmentation?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4630,23,3,"Explainable AI",Concepts,"Interpretable model decisions",https://en.wikipedia.org/wiki/Explainable_artificial_intelligence,,2016,https://alion.io/jobs/explainable-ai?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4631,23,3,"Data Augmentation",Concepts,"Training data expansion",https://en.wikipedia.org/wiki/Data_augmentation,,2000,https://alion.io/jobs/data-augmentation?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4632,23,3,"Synthetic Data",Concepts,"Artificially generated data",https://en.wikipedia.org/wiki/Synthetic_data,,2016,https://alion.io/jobs/synthetic-data?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4634,23,3,Self-Attention,Concepts,"Intra-sequence attention",https://en.wikipedia.org/wiki/Attention_(machine_learning),,2017,
4635,23,3,Encoder-Decoder,Concepts,"Sequence transduction arch",https://en.wikipedia.org/wiki/Seq2seq,,2014,https://alion.io/jobs/encoder-decoder?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4638,23,3,"Sentiment Analysis",Concepts,"Opinion classification",https://en.wikipedia.org/wiki/Sentiment_analysis,,2002,https://alion.io/jobs/sentiment-analysis?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4920,23,3,Human-in-the-Loop,Concepts,"Human in the loop",https://en.wikipedia.org/wiki/Human-in-the-loop,,1960,https://alion.io/jobs/human-in-the-loop?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4921,23,3,"Structured Outputs",Concepts,"Constrained model output",https://platform.openai.com/docs/guides/structured-outputs,,2023,https://alion.io/jobs/structured-outputs?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4922,23,3,"Context Engineering",Concepts,"Context engineering",,,2025,https://alion.io/jobs/context-engineering?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4923,23,3,"Semantic Search",Concepts,"Meaning-based search",https://en.wikipedia.org/wiki/Semantic_search,,1999,https://alion.io/jobs/semantic-search?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4924,23,3,"Knowledge Graph",Concepts,"Knowledge graph",https://en.wikipedia.org/wiki/Knowledge_graph,,2012,https://alion.io/jobs/knowledge-graph?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4925,23,3,"Red Teaming",Concepts,"Adversarial model testing",https://en.wikipedia.org/wiki/Red_team,,2023,https://alion.io/jobs/red-teaming?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4926,23,3,"LLM Evaluation",Concepts,"LLM evaluation",,,2023,https://alion.io/jobs/llm-evaluation?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4927,23,3,"LLM Guardrails",Concepts,"LLM guardrails",,,2023,https://alion.io/jobs/llm-guardrails?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4928,23,3,"Edge AI",Concepts,"On-device AI",https://en.wikipedia.org/wiki/Edge_computing,,2017,https://alion.io/jobs/edge-ai?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4929,23,3,"EU AI Act",Concepts,"EU AI Act",https://artificialintelligenceact.eu/,,2024,https://alion.io/jobs/eu-ai-act?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4930,23,3,"NIST AI RMF",Concepts,"NIST AI risk framework",https://www.nist.gov/itl/ai-risk-management-framework,,2023,https://alion.io/jobs/nist-ai-rmf?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4931,23,3,"ISO 42001",Concepts,"AI management standard",https://www.iso.org/standard/42001,,2023,https://alion.io/jobs/iso-42001?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4984,23,3,"Computer Use",Concepts,,,,2024,
4985,23,3,"Voice Agents",Concepts,,,,2024,
4986,23,3,"Browser Agents",Concepts,,,,2024,
4987,23,3,"Speculative Decoding",Concepts,,,,2023,
4988,23,3,"KV Cache",Concepts,,,,2022,
4989,23,3,"Prompt Caching",Concepts,,,,2024,
4990,23,3,Vision-Language-Action,Concepts,,,,2023,
4991,23,3,Interpretability,Concepts,,,,2017,
4992,23,3,"Constitutional AI",Concepts,,,,2022,
4993,23,3,"Agentic Workflows",Concepts,,,,2024,
4994,23,3,"Multi-Agent Systems",Concepts,,,,2023,
4996,23,3,"Realtime API",Concepts,,,,2024,
4997,23,3,"World Models",Concepts,,,,2018,
4998,23,3,"Physical AI",Concepts,,,,2024,
4999,23,3,"Embodied AI",Concepts,,,,2019,
5000,23,3,"Model Distillation",Concepts,,,,2015,
5001,23,3,RLAIF,Concepts,,,,2022,
5002,23,3,"Reward Modeling",Concepts,,,,2017,
419,24,3,DGL,"Deep Learning","Graph neural networks",https://www.dgl.ai/,https://github.com/dmlc/dgl,2018,https://alion.io/jobs/dgl?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
425,24,3,"PyTorch Lightning","Deep Learning","Deep learning framework",https://lightning.ai/,https://github.com/Lightning-AI/pytorch-lightning,2019,https://alion.io/jobs/pytorch-lightning?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
527,24,3,JAX,"Deep Learning","Numerical computing library",https://jax.readthedocs.io/,https://github.com/google/jax,2018,https://alion.io/jobs/jax?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
528,24,3,ML.NET,"Deep Learning","Machine learning framework",https://dotnet.microsoft.com/en-us/apps/machinelearning-ai/ml-dotnet,https://github.com/dotnet/machinelearning,2018,https://alion.io/jobs/ml-net?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
717,24,3,"MLX ML","Deep Learning","Machine learning framework",https://ml-explore.github.io/mlx/,https://github.com/ml-explore/mlx,2023,https://alion.io/jobs/mlx-ml?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
733,24,3,Kaldi,"Deep Learning","Speech recognition toolkit",https://kaldi-asr.org/,https://github.com/kaldi-asr/kaldi,2011,https://alion.io/jobs/kaldi?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
840,24,3,TensorFlow,"Deep Learning","Machine learning framework",https://www.tensorflow.org/,https://github.com/tensorflow/tensorflow,2015,https://alion.io/jobs/tensorflow?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
849,24,3,Keras,"Deep Learning","Deep learning API",https://keras.io/,https://github.com/keras-team/keras,2015,https://alion.io/jobs/keras?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
860,24,3,PaddlePaddle,"Deep Learning","Deep learning framework",https://www.paddlepaddle.org.cn/,https://github.com/paddlepaddle/paddle,2016,https://alion.io/jobs/paddlepaddle?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
865,24,3,PyTorch,"Deep Learning","Machine learning framework",https://pytorch.org/,https://github.com/pytorch/pytorch,2016,https://alion.io/jobs/pytorch?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1676,24,3,Stable-Baselines3,"Deep Learning","Reinforcement learning library",https://stable-baselines3.readthedocs.io/,https://github.com/dlr-rm/stable-baselines3,2020,https://alion.io/jobs/stable-baselines3?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1680,24,3,ML-Agents,"Deep Learning","Unity ML toolkit",https://unity.com/products/machine-learning-agents,https://github.com/unity-technologies/ml-agents,2017,https://alion.io/jobs/ml-agents?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1681,24,3,TF-Keras,"Deep Learning","Deep learning API",https://keras.io/,https://github.com/keras-team/tf-keras,2015,
4642,24,3,Flax,"Deep Learning","JAX neural network library",https://flax.readthedocs.io/,https://github.com/google/flax,2020,
4652,24,3,tinygrad,"Deep Learning","Minimalist DL framework",https://tinygrad.org/,https://github.com/tinygrad/tinygrad,2020,
4656,24,3,"Lightning Fabric","Deep Learning","Scalable PyTorch training",https://lightning.ai/docs/fabric/,https://github.com/Lightning-AI/pytorch-lightning,2023,
4657,24,3,RLlib,"Deep Learning","Scalable RL library",https://docs.ray.io/en/latest/rllib/,https://github.com/ray-project/ray,2018,https://alion.io/jobs/rllib?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4660,24,3,Gymnasium,"Deep Learning","RL environments API",https://gymnasium.farama.org/,https://github.com/Farama-Foundation/Gymnasium,2022,
4663,24,3,PyG,"Deep Learning","PyTorch Geometric",https://pyg.org/,https://github.com/pyg-team/pytorch_geometric,2019,
4867,24,3,FSDP,"Deep Learning","Sharded data parallel training",https://docs.pytorch.org/docs/stable/fsdp.html,,2021,https://alion.io/jobs/fsdp?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4868,24,3,"NVIDIA NeMo","Deep Learning","Generative AI framework",https://developer.nvidia.com/nemo,https://github.com/NVIDIA/NeMo,2019,https://alion.io/jobs/nvidia-nemo?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
391,25,3,"Stable Diffusion",GenMedia,"Image generation model",https://stability.ai,https://github.com/stability-ai/stablediffusion,2022,https://alion.io/jobs/stable-diffusion?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
511,25,3,ElevenLabs,GenMedia,"Voice AI",https://elevenlabs.io,,2022,https://alion.io/jobs/elevenlabs?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
514,25,3,Flux.1,GenMedia,"Image generation model",https://blackforestlabs.ai,,2024,
558,25,3,Automatic1111,GenMedia,"Visual AI interface",https://github.com/AUTOMATIC1111/stable-diffusion-webui,https://github.com/automatic1111/stable-diffusion-webui,2022,
566,25,3,Midjourney,GenMedia,"Image generation model",https://midjourney.com,,2022,https://alion.io/jobs/midjourney?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
568,25,3,ComfyUI,GenMedia,"Visual AI interface",https://www.comfy.org/,https://github.com/comfyanonymous/comfyui,2023,https://alion.io/jobs/comfyui?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
572,25,3,ControlNet,GenMedia,"Image generation technique",https://github.com/lllyasviel/ControlNet,https://github.com/lllyasviel/controlnet,2023,https://alion.io/jobs/controlnet?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
578,25,3,Diffusers,GenMedia,"Diffusion model library",https://huggingface.co/docs/diffusers/index,https://github.com/huggingface/diffusers,2022,https://alion.io/jobs/diffusers?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
580,25,3,DreamBooth,GenMedia,"Model personalization technique",https://dreambooth.github.io/,https://github.com/google/dreambooth,2022,
637,25,3,SDXL,GenMedia,"Image generation model",https://stability.ai/,,2023,https://alion.io/jobs/sdxl?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
672,25,3,Kling,GenMedia,"Video generation model",https://klingai.com,,2024,https://alion.io/jobs/kling?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
673,25,3,"Suno AI",GenMedia,"Music generation model",https://suno.com,,2023,
674,25,3,Veo,GenMedia,"Video generation model",https://deepmind.google/technologies/veo/,,2024,https://alion.io/jobs/veo?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
679,25,3,Sora,GenMedia,"Video generation model",https://openai.com/sora,,2024,https://alion.io/jobs/sora?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
681,25,3,DALL-E,GenMedia,"Image generation model",https://openai.com/dall-e-3,,2021,https://alion.io/jobs/dall-e?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
683,25,3,"Hailuo AI",GenMedia,"Video generation model",https://hailuoai.com,,2024,
1434,25,3,"Luma Dream Machine",GenMedia,"Video generation model",https://lumalabs.ai/dream-machine,,2024,
1435,25,3,Runway,GenMedia,"Video generation platform",https://runwayml.com,,2021,https://alion.io/jobs/runway?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1436,25,3,Pika,GenMedia,"Video generation model",https://pika.art,,2023,https://alion.io/jobs/pika?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1437,25,3,Udio,GenMedia,"Music generation model",https://udio.com,,2024,
1651,25,3,"Textual Inversion",GenMedia,"Model personalization technique",https://textual-inversion.github.io/,https://github.com/rinongal/textual_inversion,2022,
3065,25,3,"Stable Video Diffusion",GenMedia,"Video AI",https://stability.ai/news/stable-video-diffusion,https://github.com/stability-ai/generative-models,2023,
3078,25,3,LCM,GenMedia,"Lightweight messaging middleware",https://lcm-proj.github.io/,https://github.com/lcm-proj/lcm,2023,
3629,25,3,MusicGen,GenMedia,"Music generation model",https://github.com/facebookresearch/audiocraft,https://github.com/facebookresearch/audiocraft,2023,
3630,25,3,AudioCraft,GenMedia,"Audio generation framework",https://github.com/facebookresearch/audiocraft,https://github.com/facebookresearch/audiocraft,2023,
3633,25,3,HunyuanVideo,GenMedia,"Video generation model",https://github.com/Tencent/HunyuanVideo,https://github.com/Tencent/HunyuanVideo,2024,
3634,25,3,CogVideoX,GenMedia,"Text-to-video model",https://github.com/THUDM/CogVideo,https://github.com/THUDM/CogVideo,2024,
3636,25,3,LTX-Video,GenMedia,"Video generation model",https://github.com/Lightricks/LTX-Video,https://github.com/Lightricks/LTX-Video,2024,
4782,25,3,MiniMax,GenMedia,"Generative AI model suite",https://www.minimax.io/,,2024,
4784,25,3,"LTX Studio",GenMedia,"AI video production tool",https://ltx.studio/,,2024,
4788,25,3,Qwen-Image,GenMedia,"Qwen image generation model",https://github.com/QwenLM/Qwen-Image,https://github.com/QwenLM/Qwen-Image,2025,
4789,25,3,"FLUX Kontext",GenMedia,"In-context image editing",https://bfl.ai/,,2025,
4890,25,3,Text-to-Speech,GenMedia,"Speech synthesis",https://en.wikipedia.org/wiki/Speech_synthesis,,1968,https://alion.io/jobs/text-to-speech?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4913,25,3,Deepgram,GenMedia,"Speech recognition API",https://deepgram.com/,,2015,https://alion.io/jobs/deepgram?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4914,25,3,LiveKit,GenMedia,"Realtime media platform",https://livekit.io/,https://github.com/livekit/livekit,2021,https://alion.io/jobs/livekit?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4915,25,3,Vapi,GenMedia,"Voice agent platform",https://vapi.ai/,,2023,https://alion.io/jobs/vapi?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
184,26,3,Copilot,"LLM Apps","AI coding assistant",https://copilot.microsoft.com,,2021,https://alion.io/jobs/copilot?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
185,26,3,Cursor,"LLM Apps","AI code editor",https://www.cursor.com/,https://github.com/getcursor/cursor,2023,https://alion.io/jobs/cursor?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
186,26,3,LangGraph,"LLM Apps","AI agent orchestration",https://www.langchain.com/langgraph,https://github.com/langchain-ai/langgraph,2024,https://alion.io/jobs/langgraph?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
187,26,3,Windsurf,"LLM Apps","Agentic AI IDE",https://windsurf.com/,https://github.com/Exafunction/codeium,2024,https://alion.io/jobs/windsurf?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
189,26,3,AutoGen,"LLM Apps","Multi-agent AI framework",https://microsoft.github.io/autogen/,https://github.com/microsoft/autogen,2023,https://alion.io/jobs/autogen?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
207,26,3,LangChain,"LLM Apps","LLM orchestration framework",https://www.langchain.com/,https://github.com/langchain-ai/langchain,2022,https://alion.io/jobs/langchain?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
213,26,3,Unstructured.io,"LLM Apps","Data preprocessing library",https://unstructured.io/,https://github.com/unstructured-io/unstructured,2022,https://alion.io/jobs/unstructured-io?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
394,26,3,"Claude Code","LLM Apps","AI agent for coding",https://www.anthropic.com,https://github.com/anthropic-ai/claude-code,2025,https://alion.io/jobs/claude-code?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
398,26,3,Dify,"LLM Apps","LLM application platform",https://dify.ai/,https://github.com/langgenius/dify,2023,https://alion.io/jobs/dify?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
399,26,3,DSPy,"LLM Apps","LLM programming framework",https://dspy-docs.vercel.app/,https://github.com/stanfordnlp/dspy,2023,https://alion.io/jobs/dspy?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
404,26,3,LlamaIndex,"LLM Apps","LLM data framework",https://www.llamaindex.ai/,https://github.com/run-llama/llama_index,2022,https://alion.io/jobs/llamaindex?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
406,26,3,"Model Context Protocol","LLM Apps","AI interoperability protocol",https://modelcontextprotocol.io/,https://github.com/modelcontextprotocol,2024,https://alion.io/jobs/model-context-protocol?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
553,26,3,"Anthropic SDK","LLM Apps","Anthropic API library",https://www.anthropic.com/,https://github.com/anthropics/anthropic-sdk-python,2023,https://alion.io/jobs/anthropic-sdk?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
556,26,3,"Arize Phoenix","LLM Apps","AI observability platform",https://phoenix.arize.com/,https://github.com/arize-ai/phoenix,2023,https://alion.io/jobs/arize-phoenix?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
557,26,3,AutoGPT,"LLM Apps","Autonomous AI agent",https://autogpt.net/,https://github.com/significant-gravitas/autogpt,2023,https://alion.io/jobs/autogpt?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
563,26,3,Chainlit,"LLM Apps","Conversational AI UI framework",https://chainlit.io/,https://github.com/Chainlit/chainlit,2023,https://alion.io/jobs/chainlit?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
564,26,3,Cline,"LLM Apps","Autonomous coding agent",https://cline.bot/,https://github.com/cline/cline,2024,https://alion.io/jobs/cline?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
565,26,3,Codeium,"LLM Apps","AI autocomplete tool",https://codeium.com/,https://github.com/Exafunction/codeium,2021,https://alion.io/jobs/codeium?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
567,26,3,"Cohere SDK","LLM Apps","Cohere API client",https://docs.cohere.com/,https://github.com/cohere-ai/cohere-python,2022,https://alion.io/jobs/cohere-sdk?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
570,26,3,Composio,"LLM Apps","Agent tooling framework",https://composio.dev,https://github.com/composiohq/composio,2024,
571,26,3,Continue,"LLM Apps","Open-source AI code assistant",https://www.continue.dev/,https://github.com/continuedev/continue,2023,https://alion.io/jobs/continue?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
575,26,3,DeepEval,"LLM Apps","LLM testing framework",https://www.confident-ai.com/,https://github.com/confident-ai/deepeval,2023,https://alion.io/jobs/deepeval?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
579,26,3,Docling,"LLM Apps","Document parsing library",https://github.com/docling-project/docling,https://github.com/docling-project/docling,2024,https://alion.io/jobs/docling?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
585,26,3,"Google GenAI SDK","LLM Apps","Gemini API client",https://ai.google.dev/,https://github.com/googleapis/python-genai,2023,https://alion.io/jobs/google-genai-sdk?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
587,26,3,GPT-Engineer,"LLM Apps","AI coding tool",https://gptengineer.app/,https://github.com/gpt-engineer-org/gpt-engineer,2023,
589,26,3,Gradio,"LLM Apps","ML interface library",https://gradio.app/,https://github.com/gradio-app/gradio,2019,https://alion.io/jobs/gradio?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
590,26,3,"Guardrails AI","LLM Apps","LLM validation library",https://www.guardrailsai.com/,https://github.com/guardrails-ai/guardrails,2023,https://alion.io/jobs/guardrails-ai?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
595,26,3,Haystack,"LLM Apps","LLM orchestration framework",https://haystack.deepset.ai/,https://github.com/deepset-ai/haystack,2020,https://alion.io/jobs/haystack?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
596,26,3,Helicone,"LLM Apps","LLM observability tool",https://www.helicone.ai,https://github.com/helicone/helicone,2023,https://alion.io/jobs/helicone?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
597,26,3,Instructor,"LLM Apps","LLM structured output library",https://python.useinstructor.com/,https://github.com/jxnl/instructor,2023,https://alion.io/jobs/instructor?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
598,26,3,Langflow,"LLM Apps","Visual AI builder",https://www.langflow.org/,https://github.com/langflow-ai/langflow,2023,https://alion.io/jobs/langflow?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
602,26,3,Langfuse,"LLM Apps","LLM engineering platform",https://langfuse.com/,https://github.com/langfuse/langfuse,2023,https://alion.io/jobs/langfuse?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
604,26,3,LangSmith,"LLM Apps","LLM observability platform",https://www.langchain.com/langsmith,,2023,https://alion.io/jobs/langsmith?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
605,26,3,Letta,"LLM Apps","LLM memory framework",https://www.letta.com/,https://github.com/letta-ai/letta,2023,https://alion.io/jobs/letta?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
614,26,3,LlamaParse,"LLM Apps","AI parsing service",https://www.llamaindex.ai/llamaparse,https://github.com/run-llama/llama_parse,2024,https://alion.io/jobs/llamaparse?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
616,26,3,lm-eval-harness,"LLM Apps","LLM evaluation tool",https://www.eleuther.ai/projects/large-language-model-evaluation-harness,https://github.com/eleutherai/lm-evaluation-harness,2021,
619,26,3,"Microsoft Guidance","LLM Apps","LLM control framework",https://github.com/guidance-ai/guidance,https://github.com/guidance-ai/guidance,2023,
620,26,3,"Mistral SDK","LLM Apps","Mistral AI API client",https://docs.mistral.ai/,https://github.com/mistralai/client-python,2023,https://alion.io/jobs/mistral-sdk?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
621,26,3,"NeMo Guardrails","LLM Apps","LLM validation framework",https://developer.nvidia.com/nemo/guardrails,https://github.com/nvidia/nemo-guardrails,2023,https://alion.io/jobs/nemo-guardrails?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
626,26,3,"OpenAI SDK","LLM Apps","OpenAI API library",https://openai.com/,https://github.com/openai/openai-python,2020,https://alion.io/jobs/openai-sdk?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
627,26,3,Outlines,"LLM Apps","LLM control library",https://outlines-dev.github.io/outlines/,https://github.com/outlines-dev/outlines,2023,https://alion.io/jobs/outlines?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
629,26,3,Phidata,"LLM Apps","AI agent framework",https://www.phidata.com/,https://github.com/phidatahq/phidata,2022,
631,26,3,PrivateGPT,"LLM Apps","Local AI platform",https://www.privategpt.io/,https://github.com/zylon-ai/private-gpt,2023,
632,26,3,Promptfoo,"LLM Apps","Prompt evaluation tool",https://www.promptfoo.dev/,https://github.com/promptfoo/promptfoo,2023,https://alion.io/jobs/promptfoo?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
633,26,3,"Pydantic AI","LLM Apps","AI agent framework",https://ai.pydantic.dev/,https://github.com/pydantic/pydantic-ai,2024,https://alion.io/jobs/pydantic-ai?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
635,26,3,Ragas,"LLM Apps","RAG evaluation framework",https://ragas.io/,https://github.com/explodinggradients/ragas,2023,https://alion.io/jobs/ragas?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
648,26,3,"Semantic Kernel","LLM Apps","AI orchestration SDK",https://learn.microsoft.com/en-us/semantic-kernel/,https://github.com/microsoft/semantic-kernel,2023,https://alion.io/jobs/semantic-kernel?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
651,26,3,smolagents,"LLM Apps","Lightweight agents framework",https://huggingface.co/docs/smolagents,https://github.com/huggingface/smolagents,2025,https://alion.io/jobs/smolagents?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
652,26,3,Tabnine,"LLM Apps","AI code completion tool",https://www.tabnine.com/,https://github.com/codota/tabnine,2018,https://alion.io/jobs/tabnine?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
682,26,3,AgentOps,"LLM Apps","Agent observability platform",https://www.agentops.ai,https://github.com/agentops-ai/agentops,2023,https://alion.io/jobs/agentops?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
857,26,3,FastAgency,"LLM Apps","Multi-agent deployment framework",https://fastagency.ai/,https://github.com/airtai/fastagency,2024,
884,26,3,CrewAI,"LLM Apps","AI agent framework",https://www.crewai.com/,https://github.com/joaomdmoura/crewai,2023,https://alion.io/jobs/crewai?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1198,26,3,TruLens,"LLM Apps","LLM evaluation library",https://www.trulens.org/,https://github.com/truera/trulens,2023,https://alion.io/jobs/trulens?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1358,26,3,"OpenAI Evals","LLM Apps","LLM evaluation framework",https://platform.openai.com/docs/guides/evals,https://github.com/openai/evals,2023,https://alion.io/jobs/openai-evals?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1664,26,3,"Google ADK","LLM Apps","Android development kit",https://developer.android.com/,https://github.com/google/adk-python,2025,https://alion.io/jobs/google-adk?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1695,26,3,BabyAGI,"LLM Apps","Autonomous AI agent",https://babyagi.org/,https://github.com/yoheinakajima/babyagi,2023,https://alion.io/jobs/babyagi?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2544,26,3,Streamlit,"LLM Apps","Data app framework",https://streamlit.io/,https://github.com/streamlit/streamlit,2019,https://alion.io/jobs/streamlit?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3192,26,3,AnythingLLM,"LLM Apps","All-in-one AI desktop app",https://useanything.com,https://github.com/mintplex-labs/anything-llm,2023,
3194,26,3,"Fabric AI","LLM Apps","AI workflow framework",https://github.com/danielmiessler/fabric,https://github.com/danielmiessler/fabric,2024,https://alion.io/jobs/fabric-ai?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3284,26,3,Flowise,"LLM Apps","Visual LLM app builder",https://flowiseai.com/,https://github.com/FlowiseAI/Flowise,2023,
3287,26,3,Marker,"LLM Apps","PDF to Markdown converter",https://github.com/datalab-to/marker,https://github.com/datalab-to/marker,2024,
4707,26,3,OpenHands,"LLM Apps","AI software dev agent",https://www.all-hands.dev/,https://github.com/All-Hands-AI/OpenHands,2024,https://alion.io/jobs/openhands?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4712,26,3,Firecrawl,"LLM Apps","Web scraping for LLMs",https://www.firecrawl.dev/,https://github.com/mendableai/firecrawl,2024,
4713,26,3,Crawl4AI,"LLM Apps","LLM-friendly web crawler",https://crawl4ai.com/,https://github.com/unclecode/crawl4ai,2023,
4714,26,3,RAGFlow,"LLM Apps","RAG engine with parsing",https://ragflow.io/,https://github.com/infiniflow/ragflow,2024,
4720,26,3,Braintrust,"LLM Apps","LLM eval and observability",https://www.braintrust.dev/,,2023,https://alion.io/jobs/braintrust?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4726,26,3,OpenRouter,"LLM Apps","Unified LLM API gateway",https://openrouter.ai/,https://github.com/OpenRouterTeam,2023,https://alion.io/jobs/openrouter?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4727,26,3,"Kong AI Gateway","LLM Apps","LLM traffic gateway",https://konghq.com/products/kong-ai-gateway,https://github.com/Kong/kong,2024,https://alion.io/jobs/kong-ai-gateway?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4840,26,3,OpenAI,"LLM Apps","AI research company and API",https://openai.com/,,2015,https://alion.io/jobs/openai?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4841,26,3,Anthropic,"LLM Apps","AI safety company and API",https://www.anthropic.com/,,2021,https://alion.io/jobs/anthropic?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4842,26,3,"Hugging Face","LLM Apps","Model and dataset hub",https://huggingface.co/,https://github.com/huggingface,2016,https://alion.io/jobs/hugging-face?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4845,26,3,"OpenAI Codex","LLM Apps","OpenAI coding agent",https://openai.com/codex/,,2021,https://alion.io/jobs/openai-codex?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4869,26,3,"OpenAI Agents SDK","LLM Apps","OpenAI agent framework",https://openai.com/,https://github.com/openai/openai-agents-python,2025,https://alion.io/jobs/openai-agents-sdk?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4870,26,3,"AWS Bedrock AgentCore","LLM Apps","AWS agent runtime",https://aws.amazon.com/bedrock/agentcore/,,2025,https://alion.io/jobs/aws-bedrock-agentcore?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4871,26,3,"AWS Strands Agents","LLM Apps","AWS agent SDK",https://strandsagents.com/,https://github.com/strands-agents/sdk-python,2025,https://alion.io/jobs/aws-strands-agents?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4872,26,3,Agentforce,"LLM Apps","Salesforce agent platform",https://www.salesforce.com/agentforce/,,2024,https://alion.io/jobs/agentforce?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4873,26,3,A2A,"LLM Apps","Agent interoperability protocol",https://a2a-protocol.org/,https://github.com/a2aproject/A2A,2025,https://alion.io/jobs/a2a?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4874,26,3,"Google AI Studio","LLM Apps","Google model playground",https://aistudio.google.com/,,2023,https://alion.io/jobs/google-ai-studio?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4875,26,3,Devin,"LLM Apps","Autonomous coding agent",https://cognition.ai/,,2024,https://alion.io/jobs/devin?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4876,26,3,Lovable,"LLM Apps","AI app builder",https://lovable.dev/,,2023,https://alion.io/jobs/lovable?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4877,26,3,Replit,"LLM Apps","Browser IDE and agent",https://replit.com/,,2016,https://alion.io/jobs/replit?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4891,26,3,GraphRAG,"LLM Apps","Graph-based retrieval",https://microsoft.github.io/graphrag/,https://github.com/microsoft/graphrag,2024,https://alion.io/jobs/graphrag?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4966,26,3,"Brave Search","LLM Apps",,https://search.brave.com/,,2021,
4967,26,3,Tavily,"LLM Apps",,https://tavily.com/,,2023,
4968,26,3,Exa,"LLM Apps",,https://exa.ai/,,2023,
4969,26,3,arXiv,"LLM Apps",,https://arxiv.org/,,1991,
4970,26,3,PubMed,"LLM Apps",,https://pubmed.ncbi.nlm.nih.gov/,,1996,
4971,26,3,Wikipedia,"LLM Apps",,https://www.wikipedia.org/,,2001,
4972,26,3,Mem0,"LLM Apps",,https://mem0.ai/,,2024,
4973,26,3,E2B,"LLM Apps",,https://e2b.dev/,,2023,
5003,26,3,"Vertex AI Agent Builder","LLM Apps",,,,2024,
5004,26,3,Mastra,"LLM Apps",,,,2024,
5005,26,3,Agno,"LLM Apps",,,,2024,
5006,26,3,"Vercel AI SDK","LLM Apps",,,,2023,
5007,26,3,Genkit,"LLM Apps",,,,2024,
5008,26,3,"Relevance AI","LLM Apps",,,,2020,
5009,26,3,"Copilot Studio","LLM Apps",,,,2023,
395,27,3,Bitsandbytes,"LLM Tuning","Quantization library",https://huggingface.co/docs/bitsandbytes,https://github.com/timdettmers/bitsandbytes,2021,https://alion.io/jobs/bitsandbytes?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
397,27,3,DeepSpeed,"LLM Tuning","Deep learning library",https://www.deepspeed.ai/,https://github.com/microsoft/deepspeed,2020,https://alion.io/jobs/deepspeed?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
400,27,3,"Flash Attention","LLM Tuning","Attention mechanism optimization",https://github.com/Dao-AILab/flash-attention,https://github.com/dao-ailab/flash-attention,2022,https://alion.io/jobs/flash-attention?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
405,27,3,LoRA,"LLM Tuning","Model adaptation technique",https://arxiv.org/abs/2106.09685,https://github.com/microsoft/lora,2021,https://alion.io/jobs/lora?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
408,27,3,Sentence-Transformers,"LLM Tuning","Text embedding library",https://www.sbert.net/,https://github.com/ukplab/sentence-transformers,2019,https://alion.io/jobs/sentence-transformers?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
559,27,3,AWQ,"LLM Tuning","Activation-aware quantization",https://github.com/mit-han-lab/llm-awq,https://github.com/mit-han-lab/llm-awq,2023,https://alion.io/jobs/awq?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
560,27,3,Axolotl,"LLM Tuning","LLM fine-tuning tool",https://axolotl.ai/,https://github.com/axolotl-ai-cloud/axolotl,2023,https://alion.io/jobs/axolotl?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
576,27,3,DeepSpeed-Chat,"LLM Tuning","RLHF training framework",https://www.deepspeed.ai/,https://github.com/microsoft/deepspeed,2023,
582,27,3,FastEmbed,"LLM Tuning","Lightweight embedding library",https://github.com/qdrant/fastembed,https://github.com/qdrant/fastembed,2023,
583,27,3,GGUF,"LLM Tuning","Model storage format",https://huggingface.co/docs/hub/gguf,https://github.com/ggerganov/llama.cpp,2023,https://alion.io/jobs/gguf?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
588,27,3,GPTQ,"LLM Tuning","Post-training quantization",https://github.com/IST-DASLab/gptq,https://github.com/IST-DASLab/gptq,2022,https://alion.io/jobs/gptq?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
613,27,3,LLaMA-Factory,"LLM Tuning","Unified LLM fine-tuning tool",https://github.com/hiyouga/LLaMA-Factory,https://github.com/hiyouga/LLaMA-Factory,2023,https://alion.io/jobs/llama-factory?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
618,27,3,Mamba,"LLM Tuning","State space model architecture",https://github.com/state-spaces/mamba,https://github.com/state-spaces/mamba,2023,https://alion.io/jobs/mamba?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
628,27,3,PEFT,"LLM Tuning","Model fine-tuning technique",https://huggingface.co/docs/peft/index,https://github.com/huggingface/peft,2022,https://alion.io/jobs/peft?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
634,27,3,QLoRA,"LLM Tuning","Model quantization technique",https://arxiv.org/abs/2305.14314,https://github.com/artidoro/qlora,2023,https://alion.io/jobs/qlora?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
636,27,3,Safetensors,"LLM Tuning","Model storage format",https://huggingface.co/docs/safetensors,https://github.com/huggingface/safetensors,2022,https://alion.io/jobs/safetensors?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
663,27,3,torchtune,"LLM Tuning","PyTorch LLM fine-tuning library",https://pytorch.org/torchtune/,https://github.com/pytorch/torchtune,2024,
676,27,3,TRL,"LLM Tuning","Transformer RL library",https://huggingface.co/docs/trl,https://github.com/huggingface/trl,2020,https://alion.io/jobs/trl?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
677,27,3,Unsloth,"LLM Tuning","LLM fine-tuning library",https://unsloth.ai/,https://github.com/unslothai/unsloth,2023,https://alion.io/jobs/unsloth?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
680,27,3,xFormers,"LLM Tuning","Deep learning library",https://facebookresearch.github.io/xformers/,https://github.com/facebookresearch/xformers,2021,
690,27,3,Accelerate,"LLM Tuning","Distributed training library",https://huggingface.co/docs/accelerate,https://github.com/huggingface/accelerate,2021,https://alion.io/jobs/accelerate?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
697,27,3,Tokenizers,"LLM Tuning","Fast text tokenization library",https://huggingface.co/docs/tokenizers,https://github.com/huggingface/tokenizers,2020,
740,27,3,huggingface_hub,"LLM Tuning","Model hub client library",https://huggingface.co/docs/huggingface_hub,https://github.com/huggingface/huggingface_hub,2020,
749,27,3,Datasets,"LLM Tuning","Dataset management library",https://huggingface.co/docs/datasets,https://github.com/huggingface/datasets,2020,
839,27,3,Transformers,"LLM Tuning","Neural network architecture",https://huggingface.co/docs/transformers/index,https://github.com/huggingface/transformers,2018,https://alion.io/jobs/transformers?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4860,27,3,DPO,"LLM Tuning","Direct preference optimisation",https://arxiv.org/abs/2305.18290,,2023,https://alion.io/jobs/dpo?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4861,27,3,SFT,"LLM Tuning","Supervised fine-tuning",https://huggingface.co/docs/trl/sft_trainer,,2022,https://alion.io/jobs/sft?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4862,27,3,PPO,"LLM Tuning","Proximal policy optimisation",https://arxiv.org/abs/1707.06347,,2017,https://alion.io/jobs/ppo?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4863,27,3,GRPO,"LLM Tuning","Group relative policy optimisation",https://arxiv.org/abs/2402.03300,,2024,https://alion.io/jobs/grpo?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4864,27,3,Post-training,"LLM Tuning",Post-training,,,2023,https://alion.io/jobs/post-training?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4865,27,3,Pre-training,"LLM Tuning","Model pretraining",,,2018,https://alion.io/jobs/pre-training?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4866,27,3,Megatron-LM,"LLM Tuning","Large-scale training framework",https://developer.nvidia.com/megatron-core,https://github.com/NVIDIA/Megatron-LM,2019,https://alion.io/jobs/megatron-lm?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
191,28,3,DVC,MLOps,"Data version control",https://dvc.org/,https://github.com/iterative/dvc,2017,https://alion.io/jobs/dvc?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
197,28,3,"Weights & Biases",MLOps,"ML experiment tracking",https://wandb.ai/,https://github.com/wandb/wandb,2018,https://alion.io/jobs/weights-biases?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
210,28,3,llama.cpp,MLOps,"LLM inference engine",https://github.com/ggml-org/llama.cpp,https://github.com/ggerganov/llama.cpp,2023,https://alion.io/jobs/llama-cpp?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
211,28,3,"Seldon Core",MLOps,"ML deployment platform",https://www.seldon.io/,https://github.com/seldonio/seldon-core,2018,https://alion.io/jobs/seldon-core?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
212,28,3,"Ray Serve",MLOps,"Model serving framework",https://docs.ray.io/en/latest/serve/index.html,https://github.com/ray-project/ray,2020,https://alion.io/jobs/ray-serve?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
252,28,3,Airflow,MLOps,"Workflow orchestration platform",https://airflow.apache.org/,https://github.com/apache/airflow,2014,https://alion.io/jobs/airflow?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
254,28,3,Kedro,MLOps,"Data pipeline framework",https://kedro.org/,https://github.com/kedro-org/kedro,2019,https://alion.io/jobs/kedro?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
403,28,3,Groq,MLOps,"Inference engine",https://groq.com,https://github.com/groq,2024,https://alion.io/jobs/groq?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
410,28,3,vLLM,MLOps,"LLM inference engine",https://vllm.ai/,https://github.com/vllm-project/vllm,2023,https://alion.io/jobs/vllm?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
416,28,3,Dagster,MLOps,"Data orchestration framework",https://dagster.io/,https://github.com/dagster-io/dagster,2019,https://alion.io/jobs/dagster?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
420,28,3,"Jupyter Notebook",MLOps,"Interactive computing environment",https://jupyter.org/,https://github.com/jupyter/notebook,2011,https://alion.io/jobs/jupyter-notebook?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
421,28,3,MLFlow,MLOps,"ML lifecycle platform",https://mlflow.org/,https://github.com/mlflow/mlflow,2018,https://alion.io/jobs/mlflow?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
422,28,3,Numba,MLOps,"JIT compiler for Python",https://numba.pydata.org/,https://github.com/numba/numba,2012,https://alion.io/jobs/numba?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
451,28,3,"Triton Inference Server",MLOps,"AI model serving software",https://developer.nvidia.com/triton-inference-server,https://github.com/triton-inference-server/server,2018,https://alion.io/jobs/triton-inference-server?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
453,28,3,"Vertex AI",MLOps,"Machine learning platform",https://cloud.google.com/vertex-ai,,2021,https://alion.io/jobs/vertex-ai?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
471,28,3,dbt,MLOps,"Data transformation tool",https://www.getdbt.com/,https://github.com/dbt-labs/dbt-core,2016,https://alion.io/jobs/dbt?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
499,28,3,Prefect,MLOps,"Data workflow orchestration",https://www.prefect.io/,https://github.com/PrefectHQ/prefect,2018,https://alion.io/jobs/prefect?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
554,28,3,SGLang,MLOps,"LLM programming language",https://sgl-project.ai/,https://github.com/sgl-project/sglang,2024,https://alion.io/jobs/sglang?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
561,28,3,BentoML,MLOps,"Model deployment framework",https://www.bentoml.com/,https://github.com/bentoml/bentoml,2019,https://alion.io/jobs/bentoml?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
606,28,3,LiteLLM,MLOps,"Universal LLM library",https://www.litellm.ai/,https://github.com/berriai/litellm,2023,https://alion.io/jobs/litellm?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
607,28,3,ONNX,MLOps,"ML model format",https://onnx.ai/,https://github.com/onnx/onnx,2017,https://alion.io/jobs/onnx?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
608,28,3,TensorRT,MLOps,"Deep learning optimizer",https://developer.nvidia.com/tensorrt,https://github.com/nvidia/tensorrt,2017,https://alion.io/jobs/tensorrt?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
609,28,3,OpenMP,MLOps,"Parallel programming API",https://www.openmp.org/,,1997,https://alion.io/jobs/openmp?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
610,28,3,OpenCL,MLOps,"Parallel programming framework",https://www.khronos.org/opencl/,https://github.com/khronosgroup/opencl-sdk,2009,https://alion.io/jobs/opencl?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
615,28,3,"LM Studio",MLOps,"Local LLM software",https://lmstudio.ai/,,2023,https://alion.io/jobs/lm-studio?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
617,28,3,LocalAI,MLOps,"Local AI platform",https://localai.io/,https://github.com/mudler/localai,2023,https://alion.io/jobs/localai?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
622,28,3,Ollama,MLOps,"Local LLM platform",https://ollama.com/,https://github.com/ollama/ollama,2023,https://alion.io/jobs/ollama?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
624,28,3,"Open WebUI",MLOps,"AI interface software",https://openwebui.com/,https://github.com/open-webui/open-webui,2023,https://alion.io/jobs/open-webui?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
630,28,3,Portkey,MLOps,"AI gateway and LLMOps",https://portkey.ai,https://github.com/portkey-ai/gateway,2023,https://alion.io/jobs/portkey?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
650,28,3,SkyPilot,MLOps,"Cloud ML orchestration",https://skypilot.co,https://github.com/skypilot-org/skypilot,2022,https://alion.io/jobs/skypilot?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
657,28,3,TensorRT-LLM,MLOps,"LLM optimization library",https://developer.nvidia.com/tensorrt,https://github.com/nvidia/tensorrt-llm,2023,https://alion.io/jobs/tensorrt-llm?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
659,28,3,TGI,MLOps,"LLM inference server",https://huggingface.co/docs/text-generation-inference/index,https://github.com/huggingface/text-generation-inference,2022,https://alion.io/jobs/tgi?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
692,28,3,"AWS Bedrock",MLOps,"Generative AI service",https://aws.amazon.com/bedrock/,,2023,https://alion.io/jobs/aws-bedrock?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
698,28,3,TFLite,MLOps,"Mobile ML framework",https://www.tensorflow.org/lite,https://github.com/tensorflow/tensorflow/tree/master/tensorflow/lite,2017,https://alion.io/jobs/tflite?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
714,28,3,OpenVINO,MLOps,"AI inference toolkit",https://www.intel.com/content/www/us/en/developer/tools/openvino-toolkit/overview.html,https://github.com/openvinotoolkit/openvino,2018,https://alion.io/jobs/openvino?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
719,28,3,"Label Studio",MLOps,"Data labeling platform",https://labelstud.io/,https://github.com/humansignal/label-studio,2019,https://alion.io/jobs/label-studio?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
729,28,3,Kubeflow,MLOps,"ML workflow platform",https://www.kubeflow.org/,https://github.com/kubeflow/kubeflow,2018,https://alion.io/jobs/kubeflow?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
741,28,3,"Great Expectations",MLOps,"Data quality platform",https://greatexpectations.io/,https://github.com/great-expectations/great_expectations,2018,https://alion.io/jobs/great-expectations?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
742,28,3,"Google Colab",MLOps,"Cloud-based Jupyter environment",https://colab.research.google.com/,,2017,https://alion.io/jobs/google-colab?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
744,28,3,"Evidently AI",MLOps,"ML monitoring library",https://www.evidentlyai.com/,https://github.com/evidently-ai/evidently,2020,https://alion.io/jobs/evidently-ai?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1673,28,3,TensorBoard,MLOps,"ML visualization toolkit",https://www.tensorflow.org/tensorboard,https://github.com/tensorflow/tensorboard,2015,https://alion.io/jobs/tensorboard?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3102,28,3,Ray,MLOps,"Distributed Computing Framework",https://www.ray.io/,https://github.com/ray-project/ray,2017,https://alion.io/jobs/ray?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3262,28,3,Feast,MLOps,"Feature store framework",https://feast.dev/,https://github.com/feast-dev/feast,2019,https://alion.io/jobs/feast?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3263,28,3,H2O.ai,MLOps,"AutoML platform",https://h2o.ai/,https://github.com/h2oai/h2o-3,2012,https://alion.io/jobs/h2o-ai?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3264,28,3,ClearML,MLOps,"MLOps experiment platform",https://clear.ml/,https://github.com/clearml/clearml,2019,https://alion.io/jobs/clearml?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3265,28,3,"Comet ML",MLOps,"Experiment tracking platform",https://www.comet.com/,https://github.com/comet-ml/comet-examples,2017,
3266,28,3,Neptune.ai,MLOps,"Experiment metadata store",https://neptune.ai/,https://github.com/neptune-ai/neptune-client,2018,
3280,28,3,ExLlamaV2,MLOps,"Fast LLM inference library",https://github.com/turboderp/exllamav2,https://github.com/turboderp/exllamav2,2023,
4730,28,3,TEI,MLOps,"HF embeddings server",https://huggingface.co/docs/text-embeddings-inference/,https://github.com/huggingface/text-embeddings-inference,2023,
4731,28,3,"Ray LLM",MLOps,"LLM serving on Ray",https://docs.ray.io/en/latest/serve/llm/serving-llms.html,https://github.com/ray-project/ray,2023,
4732,28,3,"MLC LLM",MLOps,"Universal LLM deployment",https://llm.mlc.ai/,https://github.com/mlc-ai/mlc-llm,2023,
4733,28,3,KServe,MLOps,"K8s model serving",https://kserve.github.io/website/,https://github.com/kserve/kserve,2021,https://alion.io/jobs/kserve?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4734,28,3,"NVIDIA NIM",MLOps,"NVIDIA inference microservices",https://www.nvidia.com/en-us/ai/,,2024,https://alion.io/jobs/nvidia-nim?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4736,28,3,Replicate,MLOps,"Model hosting platform",https://replicate.com/,https://github.com/replicate,2020,https://alion.io/jobs/replicate?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4737,28,3,"Together AI",MLOps,"LLM inference cloud",https://www.together.ai/,https://github.com/togethercomputer,2022,https://alion.io/jobs/together-ai?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4738,28,3,"Fireworks AI",MLOps,"Fast inference platform",https://fireworks.ai/,,2022,
4740,28,3,RunPod,MLOps,"GPU cloud platform",https://www.runpod.io/,https://github.com/runpod,2022,
4742,28,3,Cerebras,MLOps,"AI inference hardware cloud",https://www.cerebras.ai/,https://github.com/Cerebras,2024,
4817,28,3,CUDA,MLOps,"GPU computing platform",https://developer.nvidia.com/cuda-toolkit,,2007,https://alion.io/jobs/cuda?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4818,28,3,Triton,MLOps,"GPU kernel language",https://triton-lang.org/,https://github.com/triton-lang/triton,2021,https://alion.io/jobs/triton?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4843,28,3,"Amazon SageMaker",MLOps,"Managed ML platform",https://aws.amazon.com/sagemaker/,,2017,https://alion.io/jobs/amazon-sagemaker?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4844,28,3,LLMOps,MLOps,"LLM operations",,,2023,https://alion.io/jobs/llmops?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4878,28,3,TorchServe,MLOps,"PyTorch model server",https://pytorch.org/serve/,https://github.com/pytorch/serve,2020,https://alion.io/jobs/torchserve?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4879,28,3,Metaflow,MLOps,"ML workflow framework",https://metaflow.org/,https://github.com/Netflix/metaflow,2019,https://alion.io/jobs/metaflow?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4880,28,3,Flyte,MLOps,"Workflow orchestrator",https://flyte.org/,https://github.com/flyteorg/flyte,2019,https://alion.io/jobs/flyte?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4881,28,3,"Scale AI",MLOps,"Data labelling platform",https://scale.com/,,2016,https://alion.io/jobs/scale-ai?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4882,28,3,"Feature Store",MLOps,"Feature store",https://www.featurestore.org/,,2017,https://alion.io/jobs/feature-store?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4883,28,3,CoreWeave,MLOps,"GPU cloud provider",https://www.coreweave.com/,,2017,https://alion.io/jobs/coreweave?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4884,28,3,Galileo,MLOps,"LLM evaluation platform",https://galileo.ai/,,2021,https://alion.io/jobs/galileo?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4885,28,3,Giskard,MLOps,"ML testing library",https://www.giskard.ai/,https://github.com/Giskard-AI/giskard,2021,
4892,28,3,TPU,MLOps,"Google AI accelerator",https://cloud.google.com/tpu,,2016,https://alion.io/jobs/tpu?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4893,28,3,NCCL,MLOps,"GPU collective library",https://developer.nvidia.com/nccl,https://github.com/NVIDIA/nccl,2015,https://alion.io/jobs/nccl?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4894,28,3,InfiniBand,MLOps,"High-speed interconnect",https://en.wikipedia.org/wiki/InfiniBand,,2000,https://alion.io/jobs/infiniband?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4895,28,3,NVLink,MLOps,"GPU interconnect",https://www.nvidia.com/en-us/data-center/nvlink/,,2014,https://alion.io/jobs/nvlink?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4896,28,3,ROCm,MLOps,"AMD GPU platform",https://www.amd.com/en/products/software/rocm.html,https://github.com/ROCm/ROCm,2016,https://alion.io/jobs/rocm?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4897,28,3,cuDNN,MLOps,"Deep learning primitives",https://developer.nvidia.com/cudnn,,2014,https://alion.io/jobs/cudnn?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4898,28,3,"AWS Trainium",MLOps,"AWS AI accelerators",https://aws.amazon.com/ai/machine-learning/trainium/,,2020,https://alion.io/jobs/aws-trainium?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4916,28,3,Snorkel,MLOps,"Programmatic labelling",https://snorkel.ai/,https://github.com/snorkel-team/snorkel,2016,https://alion.io/jobs/snorkel?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4974,28,3,LiteRT,MLOps,,,,2017,
4975,28,3,ExecuTorch,MLOps,,,,2023,
4976,28,3,"ONNX Runtime",MLOps,,,,2018,
4977,28,3,MLIR,MLOps,,,,2019,
4978,28,3,"Apache TVM",MLOps,,,,2017,
4979,28,3,XLA,MLOps,,,,2017,
4980,28,3,IREE,MLOps,,,,2019,
4981,28,3,CUTLASS,MLOps,,,,2017,
4982,28,3,Baseten,MLOps,,,,2019,
4983,28,3,Anyscale,MLOps,,,,2019,
214,29,3,Claude,Models,"Advanced AI assistant",https://claude.ai,,2023,https://alion.io/jobs/claude?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
215,29,3,Grok,Models,"Conversational AI model",https://x.ai,,2023,https://alion.io/jobs/grok?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
221,29,3,Qwen,Models,"Multilingual LLM family",https://qwenlm.github.io,https://github.com/qwenlm,2023,https://alion.io/jobs/qwen?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
337,29,3,ChatGPT,Models,"Conversational AI model",https://chatgpt.com,,2022,https://alion.io/jobs/chatgpt?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
390,29,3,DeepSeek,Models,"Reasoning LLM family",https://deepseek.com,https://github.com/deepseek-ai,2023,https://alion.io/jobs/deepseek?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
516,29,3,Gemma,Models,"Google Open LLM",https://ai.google.dev/gemma,https://github.com/google-deepmind/gemma,2024,https://alion.io/jobs/gemma?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
517,29,3,Yi-Lightning,Models,"Chinese LLM",https://01.ai,https://github.com/01-ai/yi,2024,
678,29,3,Llama,Models,"Open foundation LLM",https://llama.meta.com,https://github.com/meta-llama/llama,2023,https://alion.io/jobs/llama?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
684,29,3,Falcon,Models,"Open foundation LLM",https://falconllm.tii.ae,https://github.com/tiiuae/falcon-llm,2023,https://alion.io/jobs/falcon?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
685,29,3,Mistral,Models,"Efficient LLM family",https://mistral.ai,https://github.com/mistralai,2023,https://alion.io/jobs/mistral?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
686,29,3,YandexGPT,Models,"Russian language LLM",https://yandex.ru/project/yandexgpt,,2023,https://alion.io/jobs/yandexgpt?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
687,29,3,GigaChat,Models,"Multimodal LLM family",https://gigachat.devices.sberbank.ru,,2023,https://alion.io/jobs/gigachat?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
889,29,3,Gemini,Models,"Multimodal AI model",https://gemini.google.com,,2023,https://alion.io/jobs/gemini?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
903,29,3,Perplexity,Models,"AI answer engine",https://perplexity.ai,,2022,https://alion.io/jobs/perplexity?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1216,29,3,BERT,Models,"NLP encoder model",https://en.wikipedia.org/wiki/BERT_(language_model),https://github.com/google-research/bert,2018,https://alion.io/jobs/bert?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1626,29,3,Whisper,Models,"Speech recognition model",https://openai.com/research/whisper,https://github.com/openai/whisper,2022,https://alion.io/jobs/whisper?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3062,29,3,Phi,Models,"Microsoft SLM",https://azure.microsoft.com/en-us/products/phi,https://github.com/microsoft/phi-4,2024,
3063,29,3,"Command R+",Models,"Cohere LLM",https://cohere.com,https://github.com/cohere-ai,2024,
3067,29,3,"DeepL API",Models,"Translation AI",https://www.deepl.com/pro-api,,2017,
4669,29,3,Mixtral,Models,"Mistral MoE model",https://mistral.ai/news/mixtral-of-experts/,https://github.com/mistralai/mistral-inference,2023,https://alion.io/jobs/mixtral?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4670,29,3,"Mistral Large",Models,"Mistral flagship LLM",https://mistral.ai/news/mistral-large/,,2024,
4671,29,3,"Command R",Models,"Cohere RAG model",https://cohere.com/command,,2024,
4675,29,3,Granite,Models,"IBM enterprise LLM",https://www.ibm.com/granite,https://github.com/ibm-granite,2024,
4679,29,3,Codestral,Models,"Mistral code model",https://mistral.ai/news/codestral/,,2024,
4680,29,3,StarCoder,Models,"Open code LLM",https://huggingface.co/blog/starcoder,https://github.com/bigcode-project/starcoder,2023,
4681,29,3,"Code Llama",Models,"Meta code model",https://ai.meta.com/blog/code-llama-large-language-model-coding/,https://github.com/meta-llama/codellama,2023,
4682,29,3,DeepSeek-Coder,Models,"DeepSeek code model",https://github.com/deepseek-ai/DeepSeek-Coder,https://github.com/deepseek-ai/DeepSeek-Coder,2023,
4684,29,3,QwQ,Models,"Qwen reasoning model",https://qwenlm.github.io/blog/qwq-32b/,https://github.com/QwenLM/QwQ,2024,
4694,29,3,LLaVA,Models,"Visual instruction model",https://llava-vl.github.io/,https://github.com/haotian-liu/LLaVA,2023,https://alion.io/jobs/llava?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4696,29,3,Pixtral,Models,"Mistral multimodal model",https://mistral.ai/news/pixtral-12b/,,2024,
4911,29,3,GPT-4,Models,"OpenAI model family",https://openai.com/index/gpt-4/,,2023,https://alion.io/jobs/gpt-4?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4912,29,3,GPT-5,Models,"OpenAI model family",https://openai.com/index/introducing-gpt-5/,,2025,https://alion.io/jobs/gpt-5?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
368,30,3,OpenCV,Vision,"Computer vision library",https://opencv.org/,https://github.com/opencv/opencv,2000,https://alion.io/jobs/opencv?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
428,30,3,YOLO,Vision,"Object detection model",https://ultralytics.com/,https://github.com/ultralytics/ultralytics,2015,https://alion.io/jobs/yolo?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
693,30,3,timm,Vision,"PyTorch image models library",https://huggingface.co/docs/timm,https://github.com/huggingface/pytorch-image-models,2019,
716,30,3,MMDetection,Vision,"Object detection toolbox",https://mmdetection.readthedocs.io/,https://github.com/open-mmlab/mmdetection,2018,https://alion.io/jobs/mmdetection?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
730,30,3,Kornia,Vision,"Computer vision library",https://kornia.github.io/,https://github.com/kornia/kornia,2019,
746,30,3,Detectron2,Vision,"Object detection library",https://detectron2.readthedocs.io/,https://github.com/facebookresearch/detectron2,2019,https://alion.io/jobs/detectron2?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
751,30,3,Albumentations,Vision,"Image augmentation library",https://albumentations.ai/,https://github.com/albumentations-team/albumentations,2018,https://alion.io/jobs/albumentations?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1217,30,3,ResNet,Vision,"Neural network architecture",https://en.wikipedia.org/wiki/Residual_neural_network,https://github.com/KaimingHe/deep-residual-networks,2015,https://alion.io/jobs/resnet?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1218,30,3,EfficientNet,Vision,"Neural network architecture",https://arxiv.org/abs/1905.11946,https://github.com/tensorflow/tpu/tree/master/models/official/efficientnet,2015,https://alion.io/jobs/efficientnet?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1468,30,3,MediaPipe,Vision,"AI perception framework",https://mediapipe.dev/,https://github.com/google/mediapipe,2019,https://alion.io/jobs/mediapipe?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1691,30,3,"Point Cloud Library",Vision,"3D processing library",https://pointclouds.org/,https://github.com/pointcloudlibrary/pcl,2011,https://alion.io/jobs/point-cloud-library?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3109,30,3,Pillow,Vision,"Image Processing Library",https://python-pillow.org/,https://github.com/python-pillow/pillow,2010,
3602,30,3,"Segment Anything",Vision,"Image segmentation model",https://segment-anything.com/,https://github.com/facebookresearch/segment-anything,2023,
3603,30,3,CLIP,Vision,"Vision-language model",https://openai.com/research/clip,https://github.com/openai/CLIP,2021,https://alion.io/jobs/clip?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3604,30,3,DINOv2,Vision,"Self-supervised vision model",https://dinov2.metademolab.com/,https://github.com/facebookresearch/dinov2,2023,
3605,30,3,"Grounding DINO",Vision,"Open-set detection model",https://github.com/IDEA-Research/GroundingDINO,https://github.com/IDEA-Research/GroundingDINO,2023,
3606,30,3,Ultralytics,Vision,"Object detection framework",https://www.ultralytics.com/,https://github.com/ultralytics/ultralytics,2023,https://alion.io/jobs/ultralytics?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3607,30,3,Torchvision,Vision,"PyTorch vision library",https://pytorch.org/vision/,https://github.com/pytorch/vision,2016,
3609,30,3,"Tesseract OCR",Vision,"Optical character recognition",https://tesseract-ocr.github.io/,https://github.com/tesseract-ocr/tesseract,2006,
3610,30,3,EasyOCR,Vision,"OCR Python library",https://www.jaided.ai/easyocr/,https://github.com/JaidedAI/EasyOCR,2020,
3611,30,3,PaddleOCR,Vision,"Multilingual OCR toolkit",https://github.com/PaddlePaddle/PaddleOCR,https://github.com/PaddlePaddle/PaddleOCR,2020,
3615,30,3,"Vision Transformer",Vision,"Transformer vision architecture",https://github.com/google-research/vision_transformer,https://github.com/google-research/vision_transformer,2020,
3616,30,3,scikit-image,Vision,"Image processing library",https://scikit-image.org/,https://github.com/scikit-image/scikit-image,2009,https://alion.io/jobs/scikit-image?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4792,30,3,Florence-2,Vision,"Unified vision model",https://huggingface.co/microsoft/Florence-2-large,,2024,
4794,30,3,RT-DETR,Vision,"Real-time DETR",https://github.com/lyuwenyu/RT-DETR,https://github.com/lyuwenyu/RT-DETR,2023,
4802,30,3,"Depth Anything",Vision,"Monocular depth model",https://depth-anything.github.io/,https://github.com/LiheYoung/Depth-Anything,2024,
4811,30,3,"Gaussian Splatting",Vision,"Real-time 3D rendering",https://repo-sam.inria.fr/fungraph/3d-gaussian-splatting/,https://github.com/graphdeco-inria/gaussian-splatting,2023,https://alion.io/jobs/gaussian-splatting?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4886,30,3,OCR,Vision,"Optical character recognition",https://en.wikipedia.org/wiki/Optical_character_recognition,,1974,https://alion.io/jobs/ocr?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4887,30,3,NeRF,Vision,"Neural radiance fields",https://www.matthewtancik.com/nerf,https://github.com/bmild/nerf,2020,https://alion.io/jobs/nerf?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4888,30,3,CVAT,Vision,"Image annotation tool",https://www.cvat.ai/,https://github.com/cvat-ai/cvat,2018,https://alion.io/jobs/cvat?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4889,30,3,Roboflow,Vision,"Computer vision platform",https://roboflow.com/,,2019,https://alion.io/jobs/roboflow?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4,0,4,Frontend,,,,,,https://alion.io/jobs/frontend?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
35,4,4,UI,Frontend,"UI and styling",,,,https://alion.io/jobs/ui?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
34,4,4,Tooling,Frontend,"Frontend build tooling",,,,https://alion.io/jobs/tooling?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
33,4,4,State,Frontend,"State and data layer",,,,https://alion.io/jobs/state?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
32,4,4,Graphics,Frontend,"Web graphics and charts",,,,https://alion.io/jobs/graphics?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
31,4,4,Frameworks,Frontend,"Frontend frameworks",,,,https://alion.io/jobs/frameworks?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
216,31,4,Vue.js,Frameworks,"Progressive web framework",https://vuejs.org/,https://github.com/vuejs/core,2014,https://alion.io/jobs/vue-js?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
222,31,4,HTMX,Frameworks,"HTML-driven web library",https://htmx.org/,https://github.com/bigskysoftware/htmx,2020,https://alion.io/jobs/htmx?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
237,31,4,Svelte,Frameworks,"Compiling web framework",https://svelte.dev/,https://github.com/sveltejs/svelte,2016,https://alion.io/jobs/svelte?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
268,31,4,Nuxt.js,Frameworks,"Vue meta-framework",https://nuxt.com/,https://github.com/nuxt/nuxt,2016,https://alion.io/jobs/nuxt-js?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
342,31,4,Next.js,Frameworks,"React meta-framework",https://nextjs.org/,https://github.com/vercel/next.js,2016,https://alion.io/jobs/next-js?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
675,31,4,Angular,Frameworks,"TypeScript web framework",https://angular.dev/,https://github.com/angular/angular,2016,https://alion.io/jobs/angular?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
899,31,4,React.js,Frameworks,"Component-based UI framework",https://react.dev/,https://github.com/facebook/react,2013,https://alion.io/jobs/react-js?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
990,31,4,JQuery,Frameworks,"Classic DOM library",https://jquery.com/,https://github.com/jquery/jquery,2006,https://alion.io/jobs/jquery?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1422,31,4,SolidJS,Frameworks,"Reactive UI library",https://www.solidjs.com/,https://github.com/solidjs/solid,2018,https://alion.io/jobs/solidjs?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1423,31,4,Lit,Frameworks,"Web component library",https://lit.dev/,https://github.com/lit/lit,2019,https://alion.io/jobs/lit?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1424,31,4,Alpine.js,Frameworks,"JavaScript framework",https://alpinejs.dev/,https://github.com/alpinejs/alpine,2019,https://alion.io/jobs/alpine-js?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1451,31,4,Qwik,Frameworks,"Resumable web framework",https://qwik.dev/,https://github.com/qwikdev/qwik,2021,https://alion.io/jobs/qwik?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1555,31,4,Inertia.js,Frameworks,"SPA routing library",https://inertiajs.com/,https://github.com/inertiajs/inertia,2019,https://alion.io/jobs/inertia-js?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3037,31,4,Astro,Frameworks,"Content-driven web framework",https://astro.build/,https://github.com/withastro/astro,2021,https://alion.io/jobs/astro?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3038,31,4,SvelteKit,Frameworks,"Svelte meta-framework",https://kit.svelte.dev/,https://github.com/sveltejs/kit,2020,https://alion.io/jobs/sveltekit?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3637,31,4,Gatsby,Frameworks,"React static site generator",https://www.gatsbyjs.com/,https://github.com/gatsbyjs/gatsby,2015,
3638,31,4,Preact,Frameworks,"Lightweight React alternative",https://preactjs.com/,https://github.com/preactjs/preact,2015,https://alion.io/jobs/preact?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3639,31,4,Ember.js,Frameworks,"Ambitious web framework",https://emberjs.com/,https://github.com/emberjs/ember.js,2011,https://alion.io/jobs/ember-js?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4443,31,4,"Web Components",Frameworks,"Browser component standard",https://developer.mozilla.org/docs/Web/API/Web_components,,2011,https://alion.io/jobs/web-components?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4447,31,4,Remix,Frameworks,"React meta-framework",https://remix.run/,https://github.com/remix-run/remix,2021,https://alion.io/jobs/remix?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4449,31,4,SolidStart,Frameworks,"SolidJS meta-framework",https://start.solidjs.com/,https://github.com/solidjs/solid-start,2022,
4453,31,4,"TanStack Start",Frameworks,"Type-safe fullstack framework",https://tanstack.com/start,https://github.com/TanStack/router,2024,https://alion.io/jobs/tanstack-start?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4458,31,4,Docusaurus,Frameworks,"Documentation site generator",https://docusaurus.io/,https://github.com/facebook/docusaurus,2017,https://alion.io/jobs/docusaurus?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4459,31,4,VitePress,Frameworks,"Vue-powered docs generator",https://vitepress.dev/,https://github.com/vuejs/vitepress,2020,
322,32,4,GSAP,Graphics,"JavaScript animation library",https://gsap.com/,https://github.com/greensock/gsap-js,2008,https://alion.io/jobs/gsap?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
427,32,4,D3.js,Graphics,"Data visualization library",https://d3js.org/,https://github.com/d3/d3,2011,https://alion.io/jobs/d3-js?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
448,32,4,Chart.js,Graphics,"Simple charting library",https://www.chartjs.org/,https://github.com/chartjs/chart.js,2013,https://alion.io/jobs/chart-js?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
490,32,4,amCharts,Graphics,"JavaScript charting library",https://www.amcharts.com/,https://github.com/amcharts/amcharts5,2011,https://alion.io/jobs/amcharts?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
555,32,4,Babylon.js,Graphics,"3D web engine",https://www.babylonjs.com/,https://github.com/babylonjs/babylon.js,2013,https://alion.io/jobs/babylon-js?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
671,32,4,Three.JS,Graphics,"Web 3D library",https://threejs.org/,https://github.com/mrdoob/three.js,2010,https://alion.io/jobs/three-js?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1795,32,4,CesiumJS,Graphics,"3D geospatial library",https://cesium.com/platform/cesiumjs/,https://github.com/cesiumgs/cesium,2012,https://alion.io/jobs/cesiumjs?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1796,32,4,"Mapbox GL JS",Graphics,"Vector map library",https://www.mapbox.com/mapbox-gl-js,https://github.com/mapbox/mapbox-gl-js,2014,https://alion.io/jobs/mapbox-gl-js?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1797,32,4,Deck.gl,Graphics,"Visualization framework",https://deck.gl/,https://github.com/visgl/deck.gl,2016,https://alion.io/jobs/deck-gl?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1798,32,4,OpenLayers,Graphics,"Dynamic mapping library",https://openlayers.org/,https://github.com/openlayers/openlayers,2006,https://alion.io/jobs/openlayers?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1799,32,4,WebAssembly,Graphics,"High-performance web binary",https://webassembly.org/,https://github.com/webassembly,2017,https://alion.io/jobs/webassembly?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1801,32,4,WebGPU,Graphics,"Graphics and compute API",https://webgpu.io/,https://github.com/gpuweb/gpuweb,2021,https://alion.io/jobs/webgpu?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1802,32,4,Potree,Graphics,"Point cloud visualizer",http://www.potree.org/,https://github.com/potree/potree,2015,
1803,32,4,PixiJS,Graphics,"2D graphics engine",https://pixijs.com/,https://github.com/pixijs/pixijs,2013,https://alion.io/jobs/pixijs?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1804,32,4,Cytoscape.js,Graphics,"Network visualization library",https://js.cytoscape.org/,https://github.com/cytoscape/cytoscape.js,2013,https://alion.io/jobs/cytoscape-js?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1805,32,4,"Apache ECharts",Graphics,"Interactive visualization library",https://echarts.apache.org/,https://github.com/apache/echarts,2013,https://alion.io/jobs/apache-echarts?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1807,32,4,hls.js,Graphics,"HLS client library",https://github.com/video-dev/hls.js/,https://github.com/video-dev/hls.js,2015,https://alion.io/jobs/hls-js?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1808,32,4,video.js,Graphics,"Web video player",https://videojs.com/,https://github.com/videojs/video.js,2010,https://alion.io/jobs/video-js?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3661,32,4,"Framer Motion",Graphics,"React animation library",https://www.framer.com/motion/,https://github.com/framer/motion,2019,https://alion.io/jobs/framer-motion?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3662,32,4,Anime.js,Graphics,"JavaScript animation engine",https://animejs.com/,https://github.com/juliangarnier/anime,2016,
3663,32,4,Highcharts,Graphics,"Interactive charting library",https://www.highcharts.com/,https://github.com/highcharts/highcharts,2009,https://alion.io/jobs/highcharts?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3664,32,4,Recharts,Graphics,"React charting library",https://recharts.org/,https://github.com/recharts/recharts,2016,https://alion.io/jobs/recharts?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3665,32,4,ApexCharts,Graphics,"Interactive chart library",https://apexcharts.com/,https://github.com/apexcharts/apexcharts.js,2018,
3666,32,4,visx,Graphics,"React visualization primitives",https://airbnb.io/visx/,https://github.com/airbnb/visx,2019,https://alion.io/jobs/visx?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3667,32,4,"React Three Fiber",Graphics,"React 3D renderer",https://docs.pmnd.rs/react-three-fiber,https://github.com/pmndrs/react-three-fiber,2019,https://alion.io/jobs/react-three-fiber?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4566,32,4,Plotly.js,Graphics,"Interactive charting library",https://plotly.com/javascript/,https://github.com/plotly/plotly.js,2015,
4571,32,4,"Observable Plot",Graphics,"Exploratory data viz",https://observablehq.com/plot/,https://github.com/observablehq/plot,2021,
4576,32,4,Fabric.js,Graphics,"Canvas manipulation library",http://fabricjs.com/,https://github.com/fabricjs/fabric.js,2010,
4578,32,4,p5.js,Graphics,"Creative coding library",https://p5js.org/,https://github.com/processing/p5.js,2014,
4582,32,4,drei,Graphics,"React Three Fiber helpers",https://github.com/pmndrs/drei,https://github.com/pmndrs/drei,2020,
4587,32,4,react-leaflet,Graphics,"React Leaflet bindings",https://react-leaflet.js.org/,https://github.com/PaulLeCam/react-leaflet,2016,
4588,32,4,react-map-gl,Graphics,"React Mapbox/MapLibre wrapper",https://visgl.github.io/react-map-gl/,https://github.com/visgl/react-map-gl,2017,
4592,32,4,Lottie-web,Graphics,"Web animation renderer",https://airbnb.io/lottie/,https://github.com/airbnb/lottie-web,2017,
226,33,4,Zustand,State,"React state management",https://zustand-demo.pmnd.rs/,https://github.com/pmndrs/zustand,2019,https://alion.io/jobs/zustand?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
231,33,4,Redux,State,"State management library",https://redux.js.org/,https://github.com/reduxjs/redux,2015,https://alion.io/jobs/redux?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
260,33,4,GraphQL,State,"API query language",https://graphql.org/,https://github.com/graphql/graphql-spec,2015,https://alion.io/jobs/graphql?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
385,33,4,Socket.IO,State,"Real-time communication library",https://socket.io/,https://github.com/socketio/socket.io,2010,https://alion.io/jobs/socket-io?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
433,33,4,RxJS,State,"Reactive extensions library",https://rxjs.dev/,https://github.com/reactivex/rxjs,2015,https://alion.io/jobs/rxjs?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1454,33,4,Pinia,State,"Vue state management",https://pinia.vuejs.org/,https://github.com/vuejs/pinia,2019,https://alion.io/jobs/pinia?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1628,33,4,"React Query",State,"Server state manager",https://tanstack.com/query,https://github.com/tanstack/query,2019,https://alion.io/jobs/react-query?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1632,33,4,"Apollo Client",State,"GraphQL client library",https://www.apollographql.com/docs/react/,https://github.com/apollographql/apollo-client,2016,https://alion.io/jobs/apollo-client?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1806,33,4,Protobuf.js,State,"Protocol Buffers library",https://protobufjs.github.io/protobuf.js/,https://github.com/protobufjs/protobuf.js,2016,
3045,33,4,Zod,State,"TypeScript schema validation",https://zod.dev/,https://github.com/colinhacks/zod,2020,https://alion.io/jobs/zod?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3640,33,4,"TanStack Router",State,"Type-safe routing library",https://tanstack.com/router,https://github.com/TanStack/router,2022,https://alion.io/jobs/tanstack-router?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3641,33,4,Jotai,State,"Atomic state management",https://jotai.org/,https://github.com/pmndrs/jotai,2020,https://alion.io/jobs/jotai?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3642,33,4,Recoil,State,"React state management",https://recoiljs.org/,https://github.com/facebookexperimental/Recoil,2020,https://alion.io/jobs/recoil?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3643,33,4,Valtio,State,"Proxy state management",https://valtio.pmnd.rs/,https://github.com/pmndrs/valtio,2020,
3644,33,4,XState,State,"State machine library",https://xstate.js.org/,https://github.com/statelyai/xstate,2017,
3645,33,4,SWR,State,"Data fetching library",https://swr.vercel.app/,https://github.com/vercel/swr,2019,https://alion.io/jobs/swr?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3647,33,4,tRPC,State,"Typesafe API layer",https://trpc.io/,https://github.com/trpc/trpc,2020,https://alion.io/jobs/trpc?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3648,33,4,"TanStack Table",State,"Headless table library",https://tanstack.com/table,https://github.com/TanStack/table,2019,https://alion.io/jobs/tanstack-table?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4462,33,4,"React Hook Form",State,"Performant React forms",https://react-hook-form.com/,https://github.com/react-hook-form/react-hook-form,2019,https://alion.io/jobs/react-hook-form?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4463,33,4,Formik,State,"React form management",https://formik.org/,https://github.com/jaredpalmer/formik,2017,https://alion.io/jobs/formik?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4465,33,4,"TanStack Form",State,"Type-safe form state",https://tanstack.com/form,https://github.com/TanStack/form,2023,
4469,33,4,Valibot,State,"Schema validation library",https://valibot.dev/,https://github.com/fabian-hiller/valibot,2023,
4470,33,4,Yup,State,"Object schema validation",https://github.com/jquense/yup,https://github.com/jquense/yup,2016,https://alion.io/jobs/yup?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4471,33,4,Ajv,State,"JSON Schema validator",https://ajv.js.org/,https://github.com/ajv-validator/ajv,2015,
4474,33,4,class-validator,State,"Decorator-based validation",https://github.com/typestack/class-validator,https://github.com/typestack/class-validator,2016,
4475,33,4,Vuex,State,"Vue state management",https://vuex.vuejs.org/,https://github.com/vuejs/vuex,2015,https://alion.io/jobs/vuex?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4476,33,4,Effector,State,"Reactive state manager",https://effector.dev/,https://github.com/effector/effector,2018,
4478,33,4,"Redux Toolkit",State,"Official Redux toolset",https://redux-toolkit.js.org/,https://github.com/reduxjs/redux-toolkit,2019,https://alion.io/jobs/redux-toolkit?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4480,33,4,NgRx,State,"Reactive state for Angular",https://ngrx.io/,https://github.com/ngrx/platform,2016,https://alion.io/jobs/ngrx?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4492,33,4,MSW,State,"API mocking library",https://mswjs.io/,https://github.com/mswjs/msw,2019,
4493,33,4,"React Router",State,"React routing library",https://reactrouter.com/,https://github.com/remix-run/react-router,2014,https://alion.io/jobs/react-router?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4494,33,4,"Vue Router",State,"Vue routing library",https://router.vuejs.org/,https://github.com/vuejs/router,2014,https://alion.io/jobs/vue-router?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
248,34,4,Webpack,Tooling,"Module bundler tool",https://webpack.js.org/,https://github.com/webpack/webpack,2012,https://alion.io/jobs/webpack?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
343,34,4,Babel,Tooling,"JavaScript compiler",https://babeljs.io/,https://github.com/babel/babel,2014,https://alion.io/jobs/babel?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
345,34,4,Yarn,Tooling,"Fast package manager",https://yarnpkg.com/,https://github.com/yarnpkg/berry,2016,https://alion.io/jobs/yarn?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1627,34,4,Vite,Tooling,"Fast frontend build tool",https://vite.dev/,https://github.com/vitejs/vite,2020,https://alion.io/jobs/vite?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1630,34,4,Storybook,Tooling,"UI component workshop",https://storybook.js.org/,https://github.com/storybookjs/storybook,2016,https://alion.io/jobs/storybook?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1655,34,4,npm,Tooling,"Default package manager",https://www.npmjs.com/,https://github.com/npm/cli,2010,https://alion.io/jobs/npm?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3043,34,4,ESLint,Tooling,"JavaScript linting tool",https://eslint.org/,https://github.com/eslint/eslint,2013,https://alion.io/jobs/eslint?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3044,34,4,Prettier,Tooling,"Opinionated code formatter",https://prettier.io/,https://github.com/prettier/prettier,2017,https://alion.io/jobs/prettier?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3668,34,4,esbuild,Tooling,"JavaScript bundler tool",https://esbuild.github.io/,https://github.com/evanw/esbuild,2020,https://alion.io/jobs/esbuild?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3669,34,4,Parcel,Tooling,"Zero-config bundler",https://parceljs.org/,https://github.com/parcel-bundler/parcel,2017,https://alion.io/jobs/parcel?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3670,34,4,SWC,Tooling,"Rust-based compiler",https://swc.rs/,https://github.com/swc-project/swc,2019,
3671,34,4,Turbopack,Tooling,"Incremental JavaScript bundler",https://turbo.build/pack,https://github.com/vercel/turborepo,2022,https://alion.io/jobs/turbopack?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3672,34,4,Rspack,Tooling,"Rust-based bundler",https://rspack.dev/,https://github.com/web-infra-dev/rspack,2023,https://alion.io/jobs/rspack?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3673,34,4,pnpm,Tooling,"Fast package manager",https://pnpm.io/,https://github.com/pnpm/pnpm,2017,https://alion.io/jobs/pnpm?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3674,34,4,Stylelint,Tooling,"CSS linter tool",https://stylelint.io/,https://github.com/stylelint/stylelint,2015,
3675,34,4,Biome,Tooling,"Fast web toolchain",https://biomejs.dev/,https://github.com/biomejs/biome,2023,
3676,34,4,Workbox,Tooling,"Service worker library",https://developer.chrome.com/docs/workbox,https://github.com/GoogleChrome/workbox,2017,
3677,34,4,i18next,Tooling,"Internationalization framework",https://www.i18next.com/,https://github.com/i18next/i18next,2011,https://alion.io/jobs/i18next?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4544,34,4,Turborepo,Tooling,"High-performance monorepo",https://turbo.build/repo,https://github.com/vercel/turborepo,2021,https://alion.io/jobs/turborepo?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4554,34,4,Rollup,Tooling,"JavaScript module bundler",https://rollupjs.org/,https://github.com/rollup/rollup,2015,https://alion.io/jobs/rollup?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4559,34,4,Lighthouse,Tooling,"Web quality auditing",https://developer.chrome.com/docs/lighthouse,https://github.com/GoogleChrome/lighthouse,2016,https://alion.io/jobs/lighthouse?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4562,34,4,Husky,Tooling,"Git hooks made easy",https://typicode.github.io/husky/,https://github.com/typicode/husky,2015,https://alion.io/jobs/husky?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4563,34,4,lint-staged,Tooling,"Run linters on staged files",https://github.com/lint-staged/lint-staged,https://github.com/lint-staged/lint-staged,2016,
335,35,4,"Tailwind CSS",UI,"Utility-first CSS framework",https://tailwindcss.com/,https://github.com/tailwindlabs/tailwindcss,2017,https://alion.io/jobs/tailwind-css?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
813,35,4,Bootstrap,UI,"Responsive CSS framework",https://getbootstrap.com/,https://github.com/twbs/bootstrap,2011,https://alion.io/jobs/bootstrap?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1629,35,4,"Radix UI",UI,"Accessible UI primitives",https://www.radix-ui.com/,https://github.com/radix-ui/primitives,2020,https://alion.io/jobs/radix-ui?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1657,35,4,PrimeNG,UI,"Angular UI components",https://primeng.org/,https://github.com/primefaces/primeng,2016,https://alion.io/jobs/primeng?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3039,35,4,"Material UI",UI,"React component library",https://mui.com/,https://github.com/mui/material-ui,2014,https://alion.io/jobs/material-ui?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3040,35,4,"Ant Design",UI,"Enterprise UI system",https://ant.design/,https://github.com/ant-design/ant-design,2015,https://alion.io/jobs/ant-design?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3041,35,4,Sass,UI,"CSS extension language",https://sass-lang.com/,https://github.com/sass/dart-sass,2006,https://alion.io/jobs/sass?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3042,35,4,PostCSS,UI,"CSS transformation tool",https://postcss.org/,https://github.com/postcss/postcss,2013,https://alion.io/jobs/postcss?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3649,35,4,styled-components,UI,"CSS-in-JS library",https://styled-components.com/,https://github.com/styled-components/styled-components,2016,https://alion.io/jobs/styled-components?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3650,35,4,Emotion,UI,"CSS-in-JS library",https://emotion.sh/,https://github.com/emotion-js/emotion,2017,https://alion.io/jobs/emotion?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3651,35,4,Less,UI,"CSS preprocessor",https://lesscss.org/,https://github.com/less/less.js,2009,https://alion.io/jobs/less?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3652,35,4,"CSS Modules",UI,"Scoped CSS approach",https://github.com/css-modules/css-modules,https://github.com/css-modules/css-modules,2015,https://alion.io/jobs/css-modules?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3653,35,4,UnoCSS,UI,"Atomic CSS engine",https://unocss.dev/,https://github.com/unocss/unocss,2021,
3654,35,4,shadcn/ui,UI,"React component collection",https://ui.shadcn.com/,https://github.com/shadcn-ui/ui,2023,
3655,35,4,"Chakra UI",UI,"React component library",https://chakra-ui.com/,https://github.com/chakra-ui/chakra-ui,2019,https://alion.io/jobs/chakra-ui?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3656,35,4,Mantine,UI,"React components framework",https://mantine.dev/,https://github.com/mantinedev/mantine,2019,https://alion.io/jobs/mantine?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3657,35,4,"Headless UI",UI,"Unstyled accessible components",https://headlessui.com/,https://github.com/tailwindlabs/headlessui,2020,
3658,35,4,Vuetify,UI,"Vue component framework",https://vuetifyjs.com/,https://github.com/vuetifyjs/vuetify,2016,https://alion.io/jobs/vuetify?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3659,35,4,"Element Plus",UI,"Vue 3 component library",https://element-plus.org/,https://github.com/element-plus/element-plus,2020,https://alion.io/jobs/element-plus?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3660,35,4,daisyUI,UI,"Tailwind component library",https://daisyui.com/,https://github.com/saadeghi/daisyui,2020,
4514,35,4,autoprefixer,UI,"CSS vendor prefixer",https://github.com/postcss/autoprefixer,https://github.com/postcss/autoprefixer,2013,
4515,35,4,PrimeReact,UI,"React UI component suite",https://primereact.org/,https://github.com/primefaces/primereact,2017,
4517,35,4,Flowbite,UI,"Tailwind component library",https://flowbite.com/,https://github.com/themesberg/flowbite,2021,
4518,35,4,"React Bootstrap",UI,"Bootstrap for React",https://react-bootstrap.netlify.app/,https://github.com/react-bootstrap/react-bootstrap,2014,
4524,35,4,"Fluent UI",UI,"Microsoft design system",https://react.fluentui.dev/,https://github.com/microsoft/fluentui,2020,
4525,35,4,"React Aria",UI,"Adobe headless hooks",https://react-spectrum.adobe.com/react-aria/,https://github.com/adobe/react-spectrum,2020,
4530,35,4,"Floating UI",UI,"Positioning library",https://floating-ui.com/,https://github.com/floating-ui/floating-ui,2021,
4535,35,4,"TanStack Virtual",UI,"Virtualization library",https://tanstack.com/virtual,https://github.com/TanStack/virtual,2021,
4536,35,4,PrimeVue,UI,"Vue UI component suite",https://primevue.org/,https://github.com/primefaces/primevue,2019,https://alion.io/jobs/primevue?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4537,35,4,"Naive UI",UI,"Vue 3 component library",https://www.naiveui.com/,https://github.com/tusen-ai/naive-ui,2020,
4539,35,4,"Angular Material",UI,"Material Design for Angular",https://material.angular.io/,https://github.com/angular/components,2016,https://alion.io/jobs/angular-material?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4542,35,4,"AG Grid",UI,"Enterprise data grid",https://www.ag-grid.com/,https://github.com/ag-grid/ag-grid,2015,https://alion.io/jobs/ag-grid?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4543,35,4,"MUI X",UI,"Advanced MUI components",https://mui.com/x/,https://github.com/mui/mui-x,2021,
5,0,5,Mobile,,,,,,https://alion.io/jobs/mobile?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
41,5,5,Tooling,Mobile,"Mobile tooling",,,,https://alion.io/jobs/tooling?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
40,5,5,Services,Mobile,"Mobile backend services",,,,https://alion.io/jobs/services?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
39,5,5,iOS,Mobile,"Apple platform",,,,https://alion.io/jobs/ios?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
38,5,5,Cross,Mobile,"Cross-platform mobile",,,,https://alion.io/jobs/cross?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
37,5,5,Concepts,Mobile,"Mobile architecture",,,,https://alion.io/jobs/concepts?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
36,5,5,Android,Mobile,"Android platform",,,,https://alion.io/jobs/android?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
198,36,5,"Android NDK",Android,"Native development kit",https://developer.android.com/ndk,https://github.com/android/ndk,2009,https://alion.io/jobs/android-ndk?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
205,36,5,"Jetpack Compose",Android,"Android UI toolkit",https://developer.android.com/jetpack/compose,https://github.com/androidx/androidx,2021,https://alion.io/jobs/jetpack-compose?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
444,36,5,"Android SDK",Android,"Mobile development platform",https://developer.android.com/sdk,,2008,https://alion.io/jobs/android-sdk?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
845,36,5,ARCore,Android,"Augmented reality framework",https://developers.google.com/ar,https://github.com/google-ar/arcore-android-sdk,2017,https://alion.io/jobs/arcore?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
856,36,5,Room,Android,"Persistence library",https://developer.android.com/training/data-storage/room,https://github.com/androidx/androidx,2017,https://alion.io/jobs/room?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
862,36,5,Exoplayer,Android,"Media player library",https://developer.android.com/guide/topics/media/exoplayer,https://github.com/androidx/media,2014,https://alion.io/jobs/exoplayer?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1638,36,5,"Navigation Component",Android,"Android navigation framework",https://developer.android.com/guide/navigation,https://github.com/androidx/androidx,2018,https://alion.io/jobs/navigation-component?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1793,36,5,"ATAK SDK",Android,"Tactical situational awareness",https://tak.gov,https://github.com/deptofdefense/atak-android,2010,
3072,36,5,"Google Play Billing",Android,"Android payment library",https://developer.android.com/google/play/billing,,2012,
3076,36,5,"Android Biometric",Android,"Biometric authentication API",https://developer.android.com/training/sign-in/biometric-auth,https://github.com/androidx/androidx,2019,
3335,36,5,WorkManager,Android,"Android background work API",https://developer.android.com/jetpack/androidx/releases/work,,2018,https://alion.io/jobs/workmanager?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3336,36,5,DataStore,Android,"Android data storage solution",https://developer.android.com/jetpack/androidx/releases/datastore,,2020,https://alion.io/jobs/datastore?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3337,36,5,CameraX,Android,"Android camera Jetpack library",https://developer.android.com/jetpack/androidx/releases/camera,,2019,
3340,36,5,"Google Play Services",Android,"Google mobile services suite",https://developers.google.com/android/guides/overview,,2012,
4135,36,5,ViewModel,Android,"UI state holder",https://developer.android.com/topic/libraries/architecture/viewmodel,,2017,https://alion.io/jobs/viewmodel?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4137,36,5,Paging,Android,"Paged data loading library",https://developer.android.com/topic/libraries/architecture/paging/v3-overview,,2018,
4138,36,5,ConstraintLayout,Android,"Flexible layout manager",https://developer.android.com/develop/ui/views/layout/constraint-layout,,2016,
4140,36,5,Material3,Android,"Material Design 3 for Compose",https://developer.android.com/jetpack/androidx/releases/compose-material3,,2021,https://alion.io/jobs/material3?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4144,36,5,"Jetpack Security",Android,"Encrypted storage library",https://developer.android.com/topic/security/data,,2019,
4147,36,5,Media3,Android,"Media playback library",https://developer.android.com/jetpack/androidx/releases/media3,,2021,https://alion.io/jobs/media3?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
411,37,5,MVI,Concepts,"Architecture pattern",https://hannesdorfmann.com/android/model-view-intent/,,2014,https://alion.io/jobs/mvi?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
603,37,5,MVVM,Concepts,"Architecture pattern",https://en.wikipedia.org/wiki/Model-view-viewmodel,,2005,https://alion.io/jobs/mvvm?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1635,37,5,VIPER,Concepts,"Architecture pattern",https://www.objc.io/issues/13-architecture/viper/,,2014,https://alion.io/jobs/viper?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1636,37,5,"Clean Architecture",Concepts,"Software design pattern",https://blog.cleancoder.com/uncle-bob/2012/08/13/the-clean-architecture.html,,2012,https://alion.io/jobs/clean-architecture?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3308,37,5,MVC,Concepts,"Model-View-Controller pattern",https://en.wikipedia.org/wiki/Model-view-controller,,1979,https://alion.io/jobs/mvc?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3309,37,5,MVP,Concepts,"Model-View-Presenter pattern",https://en.wikipedia.org/wiki/Model-view-presenter,,1996,https://alion.io/jobs/mvp?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3311,37,5,"Repository Pattern",Concepts,"Data abstraction pattern",,,2004,
3312,37,5,"Dependency Injection",Concepts,"Inversion of control technique",https://en.wikipedia.org/wiki/Dependency_injection,,2004,https://alion.io/jobs/dependency-injection?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3313,37,5,"Reactive Programming",Concepts,"Asynchronous data streams",https://en.wikipedia.org/wiki/Reactive_programming,,2009,https://alion.io/jobs/reactive-programming?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3314,37,5,"Declarative UI",Concepts,"Declarative interface paradigm",https://en.wikipedia.org/wiki/Declarative_programming,,2019,https://alion.io/jobs/declarative-ui?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3315,37,5,"State Management",Concepts,"Application state handling",https://en.wikipedia.org/wiki/State_management,,2015,https://alion.io/jobs/state-management?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3316,37,5,Offline-First,Concepts,"Local-first data strategy",https://offlinefirst.org/,,2015,https://alion.io/jobs/offline-first?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3317,37,5,"Deep Linking",Concepts,"URL-based navigation",https://en.wikipedia.org/wiki/Deep_linking,,2008,https://alion.io/jobs/deep-linking?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3318,37,5,Modularization,Concepts,"Codebase decomposition",https://en.wikipedia.org/wiki/Modular_programming,,2010,https://alion.io/jobs/modularization?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3321,37,5,"Adaptive UI",Concepts,"Responsive layout design",https://en.wikipedia.org/wiki/Responsive_web_design,,2010,https://alion.io/jobs/adaptive-ui?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3322,37,5,"Hot Reload",Concepts,"Instant code refresh",https://en.wikipedia.org/wiki/Hot_swapping,,2017,
3339,37,5,"Material Design",Concepts,"Google design system",https://m3.material.io/,https://github.com/material-components/material-components-android,2014,https://alion.io/jobs/material-design?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
833,38,5,Flutter,Cross,"UI development kit",https://flutter.dev,https://github.com/flutter/flutter,2017,https://alion.io/jobs/flutter?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
834,38,5,"React Native",Cross,"Cross-platform framework",https://reactnative.dev,https://github.com/facebook/react-native,2015,https://alion.io/jobs/react-native?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
904,38,5,"Kotlin Multiplatform",Cross,"Cross-platform framework",https://kotlinlang.org/lp/multiplatform,https://github.com/jetbrains/kotlin,2017,https://alion.io/jobs/kotlin-multiplatform?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1103,38,5,Ionic,Cross,"Web-first mobile framework",https://ionicframework.com,https://github.com/ionic-team/ionic-framework,2013,https://alion.io/jobs/ionic?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1526,38,5,Capacitor,Cross,"Cross-platform app runtime",https://capacitorjs.com,https://github.com/ionic-team/capacitor,2018,https://alion.io/jobs/capacitor?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1528,38,5,MAUI,Cross,".NET UI framework",https://dotnet.microsoft.com/en-us/apps/maui,https://github.com/dotnet/maui,2022,https://alion.io/jobs/maui?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1529,38,5,Expo,Cross,"React Native ecosystem",https://expo.dev,https://github.com/expo/expo,2015,https://alion.io/jobs/expo?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1530,38,5,Cordova,Cross,"Hybrid mobile framework",https://cordova.apache.org,https://github.com/apache/cordova,2009,https://alion.io/jobs/cordova?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1623,38,5,Xamarin,Cross,"Cross-platform framework",https://dotnet.microsoft.com/en-us/apps/xamarin,https://github.com/xamarin,2011,https://alion.io/jobs/xamarin?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1642,38,5,"Compose Multiplatform",Cross,"Cross-platform UI framework",https://www.jetbrains.com/lp/compose-multiplatform,https://github.com/jetbrains/compose-multiplatform,2021,https://alion.io/jobs/compose-multiplatform?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4152,38,5,"Uno Platform",Cross,"Cross-platform .NET UI",https://platform.uno/,https://github.com/unoplatform/uno,2018,
4153,38,5,Quasar,Cross,"Vue cross-platform framework",https://quasar.dev/,https://github.com/quasarframework/quasar,2015,https://alion.io/jobs/quasar?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4155,38,5,PWA,Cross,"Progressive web apps",https://web.dev/progressive-web-apps/,,2015,https://alion.io/jobs/pwa?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4156,38,5,HarmonyOS,Cross,"Huawei OS platform",https://www.harmonyos.com/,,2019,
380,39,5,UIKit,iOS,"Classic UI framework",https://developer.apple.com/documentation/uikit,,2008,https://alion.io/jobs/uikit?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
382,39,5,SwiftUI,iOS,"Declarative UI framework",https://developer.apple.com/xcode/swiftui,,2019,https://alion.io/jobs/swiftui?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
389,39,5,Combine,iOS,"Reactive Swift framework",https://developer.apple.com/documentation/combine,,2019,https://alion.io/jobs/combine?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
483,39,5,"Core ML",iOS,"Machine learning framework",https://developer.apple.com/documentation/coreml,https://github.com/apple/coremltools,2017,https://alion.io/jobs/core-ml?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
484,39,5,ARKit,iOS,"Augmented reality framework",https://developer.apple.com/documentation/arkit,,2017,https://alion.io/jobs/arkit?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
485,39,5,"Swift Charts",iOS,"Data visualization framework",https://developer.apple.com/documentation/charts,,2022,
500,39,5,"Core Data",iOS,"Object persistence framework",https://developer.apple.com/documentation/coredata,,2005,https://alion.io/jobs/core-data?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
501,39,5,"Core Animation",iOS,"Graphics rendering framework",https://developer.apple.com/documentation/quartzcore,,2007,https://alion.io/jobs/core-animation?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
503,39,5,"Core Bluetooth",iOS,"Bluetooth communication framework",https://developer.apple.com/documentation/corebluetooth,,2011,https://alion.io/jobs/core-bluetooth?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
504,39,5,CloudKit,iOS,"Apple cloud service",https://developer.apple.com/documentation/cloudkit,,2008,
842,39,5,SiriKit,iOS,"Voice assistant SDK",https://developer.apple.com/documentation/sirikit,,2012,
843,39,5,GCD,iOS,"Concurrency API",https://developer.apple.com/documentation/dispatch,https://github.com/apple/swift-corelibs-libdispatch,2009,https://alion.io/jobs/gcd?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
880,39,5,"iOS SDK",iOS,"Apple mobile platform",https://developer.apple.com/ios,,2008,https://alion.io/jobs/ios-sdk?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1459,39,5,MapKit,iOS,"Apple maps framework",https://developer.apple.com/documentation/mapkit,,2009,https://alion.io/jobs/mapkit?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1644,39,5,SwiftData,iOS,"Persistence framework",https://developer.apple.com/xcode/swiftdata,,2023,https://alion.io/jobs/swiftdata?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3073,39,5,StoreKit,iOS,"iOS payment framework",https://developer.apple.com/documentation/storekit,,2009,https://alion.io/jobs/storekit?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3074,39,5,WidgetKit,iOS,"iOS widget framework",https://developer.apple.com/documentation/widgetkit,,2020,
3323,39,5,"Core Location",iOS,"iOS geolocation framework",https://developer.apple.com/documentation/corelocation,,2008,
3324,39,5,AVFoundation,iOS,"Apple audio-video framework",https://developer.apple.com/documentation/avfoundation,,2010,https://alion.io/jobs/avfoundation?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3325,39,5,"Push Notifications",iOS,"Apple push notification service",https://developer.apple.com/documentation/usernotifications,,2010,https://alion.io/jobs/push-notifications?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3326,39,5,CryptoKit,iOS,"Apple cryptography framework",https://developer.apple.com/documentation/cryptokit,,2019,
3327,39,5,HealthKit,iOS,"Apple health data framework",https://developer.apple.com/documentation/healthkit,,2014,https://alion.io/jobs/healthkit?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3328,39,5,"Core NFC",iOS,"Apple NFC framework",https://developer.apple.com/documentation/corenfc,,2016,
3329,39,5,RealityKit,iOS,"Apple AR rendering framework",https://developer.apple.com/documentation/realitykit,,2017,
3330,39,5,PassKit,iOS,"Apple Wallet and Apple Pay framework",https://developer.apple.com/documentation/passkit,,2009,https://alion.io/jobs/passkit?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3331,39,5,"Core Graphics",iOS,"Apple 2D drawing framework",https://developer.apple.com/documentation/coregraphics,,2003,
3332,39,5,"Core Image",iOS,"Apple image processing framework",https://developer.apple.com/documentation/coreimage,,2005,
3333,39,5,Metal,iOS,"Apple GPU graphics framework",https://developer.apple.com/metal/,,2014,https://alion.io/jobs/metal?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4106,39,5,SceneKit,iOS,"3D graphics framework",https://developer.apple.com/scenekit/,,2012,
4107,39,5,MetalKit,iOS,"Metal rendering helpers",https://developer.apple.com/documentation/metalkit,,2015,
4111,39,5,WatchKit,iOS,"watchOS app framework",https://developer.apple.com/documentation/watchkit,,2015,
4112,39,5,AVKit,iOS,"Media playback UI framework",https://developer.apple.com/documentation/avkit,,2015,
4122,39,5,LocalAuthentication,iOS,"Biometric auth framework",https://developer.apple.com/documentation/localauthentication,,2014,
4124,39,5,"Core Motion",iOS,"Motion and sensor data",https://developer.apple.com/documentation/coremotion,,2010,
4125,39,5,"Core Telephony",iOS,"Cellular info framework",https://developer.apple.com/documentation/coretelephony,,2009,
4128,39,5,CallKit,iOS,"VoIP call integration",https://developer.apple.com/documentation/callkit,,2016,https://alion.io/jobs/callkit?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4130,39,5,Speech,iOS,"Speech recognition framework",https://developer.apple.com/documentation/speech,,2016,
4131,39,5,PhotoKit,iOS,"Photos library framework",https://developer.apple.com/documentation/photokit,,2014,
4133,39,5,GameKit,iOS,"Game Center framework",https://developer.apple.com/documentation/gamekit,,2010,
639,40,5,Lottie,Services,"Animation library",https://lottiefiles.com,https://github.com/airbnb/lottie-android,2017,https://alion.io/jobs/lottie?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
810,40,5,Realm,Services,"Mobile database",https://realm.io,https://github.com/realm,2014,https://alion.io/jobs/realm?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
867,40,5,Firebase,Services,"Backend-as-a-Service platform",https://firebase.google.com,https://github.com/firebase,2011,https://alion.io/jobs/firebase?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1784,40,5,SQLCipher,Services,"Encrypted database",https://www.zetetic.net/sqlcipher,https://github.com/sqlcipher/sqlcipher,2008,
1787,40,5,"Mapbox SDK",Services,"Mobile maps platform",https://www.mapbox.com,https://github.com/mapbox,2014,
1792,40,5,"Couchbase Lite",Services,"NoSQL database",https://www.couchbase.com/products/lite,https://github.com/couchbase/couchbase-lite-ios,2014,
3068,40,5,RevenueCat,Services,"Subscription management SDK",https://www.revenuecat.com,https://github.com/revenuecat,2018,https://alion.io/jobs/revenuecat?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3069,40,5,"AppsFlyer SDK",Services,"Mobile attribution platform",https://www.appsflyer.com,https://github.com/appsflyersdk,2011,https://alion.io/jobs/appsflyer-sdk?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3070,40,5,"OneSignal SDK",Services,"Push notification service",https://onesignal.com,https://github.com/onesignal,2014,
3071,40,5,"Amplitude SDK",Services,"Product analytics platform",https://amplitude.com,https://github.com/amplitude,2014,
3338,40,5,"ML Kit",Services,"Google on-device ML SDK",https://developers.google.com/ml-kit,,2017,https://alion.io/jobs/ml-kit?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3342,40,5,Crashlytics,Services,"Crash reporting SDK",https://firebase.google.com/products/crashlytics,,2011,https://alion.io/jobs/crashlytics?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3343,40,5,"Google Maps SDK",Services,"Mobile maps SDK",https://developers.google.com/maps/documentation,,2012,
3344,40,5,Adjust,Services,"Mobile attribution SDK",https://www.adjust.com/,,2012,https://alion.io/jobs/adjust?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3345,40,5,Branch,Services,"Deep linking and attribution SDK",https://www.branch.io/,,2014,
3347,40,5,Agora,Services,"Real-time engagement SDK",https://www.agora.io/,,2014,
3348,40,5,Twilio,Services,"Communications platform SDK",https://www.twilio.com/,,2010,https://alion.io/jobs/twilio?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3349,40,5,Stream,Services,"Chat and feeds SDK",https://getstream.io/,,2014,
4184,40,5,"Stripe SDK",Services,"Payments SDK",https://stripe.com/docs/mobile,,2011,
4185,40,5,"PayPal SDK",Services,"Payments SDK",https://developer.paypal.com/,,2013,
4188,40,5,Braze,Services,"Customer engagement SDK",https://www.braze.com/,,2011,https://alion.io/jobs/braze?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4191,40,5,Segment,Services,"Customer data platform",https://segment.com/,,2012,
4198,40,5,Algolia,Services,"Search-as-a-service SDK",https://www.algolia.com/,,2012,https://alion.io/jobs/algolia?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
202,41,5,JUnit,Tooling,"Java testing framework",https://junit.org,https://github.com/junit-team,1997,https://alion.io/jobs/junit?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
688,41,5,SPM,Tooling,"Swift package manager",https://www.swift.org/package-manager,https://github.com/apple/swift-package-manager,2017,https://alion.io/jobs/spm?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
890,41,5,CocoaPods,Tooling,"Dependency manager",https://cocoapods.org,https://github.com/cocoapods/cocoapods,2011,https://alion.io/jobs/cocoapods?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1620,41,5,XCTest,Tooling,"Testing framework",https://developer.apple.com/documentation/xctest,https://github.com/apple/swift-corelibs-xctest,2013,https://alion.io/jobs/xctest?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1640,41,5,Espresso,Tooling,"Android UI testing",https://developer.android.com/training/testing/espresso,https://github.com/android/android-test,2013,https://alion.io/jobs/espresso?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1643,41,5,Fastlane,Tooling,"Mobile automation tool",https://fastlane.tools,https://github.com/fastlane/fastlane,2014,https://alion.io/jobs/fastlane?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1786,41,5,DexGuard,Tooling,"Mobile application protection",https://www.guardsquare.com/dexguard,,2012,https://alion.io/jobs/dexguard?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3075,41,5,"App Store Connect API",Tooling,"Automation API",https://developer.apple.com/documentation/appstoreconnectapi,,2018,
3341,41,5,ProGuard,Tooling,"Android code shrinker and obfuscator",https://www.guardsquare.com/proguard,https://github.com/Guardsquare/proguard,2002,https://alion.io/jobs/proguard?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3350,41,5,Maestro,Tooling,"Mobile UI testing framework",https://maestro.mobile.dev/,https://github.com/mobile-dev-inc/maestro,2022,https://alion.io/jobs/maestro?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3351,41,5,Robolectric,Tooling,"Android unit testing framework",https://robolectric.org/,https://github.com/robolectric/robolectric,2010,https://alion.io/jobs/robolectric?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4166,41,5,Bitrise,Tooling,"Mobile CI/CD platform",https://bitrise.io/,https://github.com/bitrise-io/bitrise,2014,https://alion.io/jobs/bitrise?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4167,41,5,Codemagic,Tooling,"Mobile CI/CD service",https://codemagic.io/,,2019,https://alion.io/jobs/codemagic?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4168,41,5,"App Center",Tooling,"App build/distribution service",https://appcenter.ms/,,2017,https://alion.io/jobs/app-center?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4170,41,5,TestFlight,Tooling,"iOS beta distribution",https://developer.apple.com/testflight/,,2014,https://alion.io/jobs/testflight?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4171,41,5,"Firebase App Distribution",Tooling,"Beta app distribution",https://firebase.google.com/products/app-distribution,,2019,https://alion.io/jobs/firebase-app-distribution?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4172,41,5,CodePush,Tooling,"OTA update service",https://learn.microsoft.com/en-us/appcenter/distribution/codepush/,,2016,https://alion.io/jobs/codepush?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4176,41,5,"Swift Testing",Tooling,"Modern Swift test framework",https://developer.apple.com/documentation/testing,https://github.com/swiftlang/swift-testing,2024,https://alion.io/jobs/swift-testing?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4179,41,5,LeakCanary,Tooling,"Android memory leak detector",https://square.github.io/leakcanary/,https://github.com/square/leakcanary,2015,
6,0,6,DevOps,,,,,,https://alion.io/jobs/devops?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
47,6,6,Systems,DevOps,"Operating systems and servers",,,,https://alion.io/jobs/systems?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
46,6,6,Observability,DevOps,"Observability and SRE",,,,https://alion.io/jobs/observability?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
45,6,6,IaC,DevOps,"Infrastructure as code",,,,https://alion.io/jobs/iac?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
44,6,6,Containers,DevOps,"Containers and networking",,,,https://alion.io/jobs/containers?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
43,6,6,Cloud,DevOps,"Cloud platforms",,,,https://alion.io/jobs/cloud?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
42,6,6,CI/CD,DevOps,"CI/CD and source control",,,,
430,42,6,"Azure DevOps",CI/CD,"Microsoft DevOps platform",https://azure.microsoft.com/products/devops,,2018,https://alion.io/jobs/azure-devops?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
432,42,6,"GitHub Actions",CI/CD,"CI/CD platform",https://github.com/features/actions,,2018,https://alion.io/jobs/github-actions?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
463,42,6,CircleCI,CI/CD,"CI/CD automation platform",https://circleci.com,https://github.com/circleci,2011,https://alion.io/jobs/circleci?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
481,42,6,FluxCD,CI/CD,"GitOps automation tool",https://fluxcd.io,https://github.com/fluxcd/flux2,2016,https://alion.io/jobs/fluxcd?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
599,42,6,"GitLab CI",CI/CD,"CI/CD platform",https://docs.gitlab.com/ee/ci/,,2012,https://alion.io/jobs/gitlab-ci?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
771,42,6,CI/CD,CI/CD,"Continuous integration and delivery",https://en.wikipedia.org/wiki/CI/CD,,2000,
774,42,6,GitOps,CI/CD,"Git as source of truth for ops",https://opengitops.dev/,,2017,https://alion.io/jobs/gitops?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
824,42,6,ArgoCD,CI/CD,"GitOps delivery tool",https://argoproj.github.io/cd/,https://github.com/argoproj/argo-cd,2018,https://alion.io/jobs/argocd?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
836,42,6,Jenkins,CI/CD,"CI/CD automation server",https://www.jenkins.io/,https://github.com/jenkinsci/jenkins,2011,https://alion.io/jobs/jenkins?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
852,42,6,Git,CI/CD,"Version control system",https://git-scm.com/,https://github.com/git/git,2005,https://alion.io/jobs/git?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1212,42,6,Gitflow,CI/CD,"Git branching model",https://github.com/nvie/gitflow,https://github.com/nvie/gitflow,2010,https://alion.io/jobs/gitflow?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3180,42,6,Spinnaker,CI/CD,"Multi-cloud delivery platform",https://spinnaker.io,https://github.com/spinnaker/spinnaker,2015,https://alion.io/jobs/spinnaker?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3355,42,6,"Blue-Green Deployment",CI/CD,"Two-environment release strategy",https://en.wikipedia.org/wiki/Blue-green_deployment,,2010,https://alion.io/jobs/blue-green-deployment?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3356,42,6,"Canary Release",CI/CD,"Gradual rollout strategy",,,2010,https://alion.io/jobs/canary-release?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3362,42,6,"Trunk-Based Development",CI/CD,"Short-lived branch workflow",https://trunkbaseddevelopment.com/,,2007,https://alion.io/jobs/trunk-based-development?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3369,42,6,"Pipeline as Code",CI/CD,"Version-controlled pipelines",https://www.jenkins.io/doc/book/pipeline/,,2016,https://alion.io/jobs/pipeline-as-code?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3370,42,6,"Rolling Update",CI/CD,"Incremental instance replacement",https://kubernetes.io/docs/tutorials/kubernetes-basics/update/update-intro/,,2014,
3390,42,6,Skaffold,CI/CD,"Container dev workflow tool",https://skaffold.dev/,https://github.com/GoogleContainerTools/skaffold,2018,https://alion.io/jobs/skaffold?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3393,42,6,Tekton,CI/CD,"Kubernetes-native CI/CD",https://tekton.dev/,https://github.com/tektoncd/pipeline,2018,https://alion.io/jobs/tekton?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3395,42,6,TeamCity,CI/CD,"JetBrains CI/CD server",https://www.jetbrains.com/teamcity/,,2006,https://alion.io/jobs/teamcity?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3396,42,6,Bamboo,CI/CD,"Atlassian CI/CD server",https://www.atlassian.com/software/bamboo,,2007,https://alion.io/jobs/bamboo?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3397,42,6,"Travis CI",CI/CD,"Hosted CI service",https://www.travis-ci.com/,,2011,https://alion.io/jobs/travis-ci?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3398,42,6,Drone,CI/CD,"Container-native CI/CD",https://www.drone.io/,https://github.com/harness/drone,2014,https://alion.io/jobs/drone?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3399,42,6,Concourse,CI/CD,"Pipeline-based CI/CD",https://concourse-ci.org/,https://github.com/concourse/concourse,2014,https://alion.io/jobs/concourse?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3400,42,6,Buildkite,CI/CD,"Hybrid CI/CD platform",https://buildkite.com/,,2013,https://alion.io/jobs/buildkite?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3419,42,6,Backstage,CI/CD,"Developer portal platform",https://backstage.io/,https://github.com/backstage/backstage,2020,https://alion.io/jobs/backstage?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4300,42,6,Bitbucket,CI/CD,"Atlassian Git hosting",https://bitbucket.org/,,2008,https://alion.io/jobs/bitbucket?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4301,42,6,Gitea,CI/CD,"Lightweight Git server",https://gitea.io/,https://github.com/go-gitea/gitea,2016,https://alion.io/jobs/gitea?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4303,42,6,Gerrit,CI/CD,"Code review system",https://www.gerritcodereview.com/,https://github.com/GerritCodeReview/gerrit,2008,https://alion.io/jobs/gerrit?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4305,42,6,Bazel,CI/CD,"Scalable build system",https://bazel.build/,https://github.com/bazelbuild/bazel,2015,https://alion.io/jobs/bazel?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4309,42,6,"Nexus Repository",CI/CD,"Artifact repository manager",https://www.sonatype.com/products/nexus-repository,,2008,https://alion.io/jobs/nexus-repository?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4310,42,6,"JFrog Artifactory",CI/CD,"Universal artifact repository",https://jfrog.com/artifactory/,,2006,https://alion.io/jobs/jfrog-artifactory?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4317,42,6,"Argo Workflows",CI/CD,"Kubernetes workflow engine",https://argoproj.github.io/workflows/,https://github.com/argoproj/argo-workflows,2017,https://alion.io/jobs/argo-workflows?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4323,42,6,"Octopus Deploy",CI/CD,"Deployment automation",https://octopus.com/,,2012,https://alion.io/jobs/octopus-deploy?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4426,42,6,"Progressive Delivery",CI/CD,"Gradual release strategy",https://www.split.io/glossary/progressive-delivery/,,2018,https://alion.io/jobs/progressive-delivery?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4846,42,6,GitHub,CI/CD,"Code hosting platform",https://github.com/,https://github.com/github,2008,https://alion.io/jobs/github?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4847,42,6,GitLab,CI/CD,"DevOps platform",https://about.gitlab.com/,https://github.com/gitlabhq/gitlabhq,2011,https://alion.io/jobs/gitlab?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
255,43,6,GCP,Cloud,"Cloud computing platform",https://cloud.google.com/,,2008,https://alion.io/jobs/gcp?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
286,43,6,DigitalOcean,Cloud,"Cloud infrastructure provider",https://www.digitalocean.com/,,2011,https://alion.io/jobs/digitalocean?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
452,43,6,Vercel,Cloud,"Frontend cloud platform",https://vercel.com/,,2015,https://alion.io/jobs/vercel?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
494,43,6,Netlify,Cloud,"Web hosting platform",https://www.netlify.com/,,2014,https://alion.io/jobs/netlify?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
510,43,6,"Yandex Cloud",Cloud,"Cloud platform services",https://cloud.yandex.com/,https://github.com/yandex-cloud,2018,https://alion.io/jobs/yandex-cloud?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
640,43,6,Heroku,Cloud,"Cloud platform service",https://www.heroku.com/,,2007,https://alion.io/jobs/heroku?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
662,43,6,Azure,Cloud,"Cloud computing platform",https://azure.microsoft.com/,,2010,https://alion.io/jobs/azure?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
790,43,6,OVHcloud,Cloud,"Cloud infrastructure provider",https://www.ovhcloud.com/,,1999,https://alion.io/jobs/ovhcloud?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
795,43,6,Scaleway,Cloud,"Cloud infrastructure provider",https://www.scaleway.com/,,2015,https://alion.io/jobs/scaleway?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
866,43,6,AWS,Cloud,"Cloud computing platform",https://aws.amazon.com/,,2006,https://alion.io/jobs/aws?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
887,43,6,Cloudflare,Cloud,"Cloud infrastructure platform",https://www.cloudflare.com/,,2010,https://alion.io/jobs/cloudflare?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1486,43,6,Vultr,Cloud,"Cloud hosting service",https://www.vultr.com/,,2014,https://alion.io/jobs/vultr?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3360,43,6,"Platform Engineering",Cloud,"Internal developer platforms",https://platformengineering.org/,,2018,https://alion.io/jobs/platform-engineering?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3368,43,6,"Twelve-Factor App",Cloud,"Cloud-native app methodology",https://12factor.net/,,2011,https://alion.io/jobs/twelve-factor-app?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4369,43,6,"Amazon EKS",Cloud,"Managed Kubernetes (AWS)",https://aws.amazon.com/eks/,,2018,https://alion.io/jobs/amazon-eks?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4370,43,6,"Google GKE",Cloud,"Managed Kubernetes (GCP)",https://cloud.google.com/kubernetes-engine,,2015,https://alion.io/jobs/google-gke?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4371,43,6,"Azure AKS",Cloud,"Managed Kubernetes (Azure)",https://azure.microsoft.com/products/kubernetes-service,,2018,https://alion.io/jobs/azure-aks?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4372,43,6,"AWS Fargate",Cloud,"Serverless containers",https://aws.amazon.com/fargate/,,2017,https://alion.io/jobs/aws-fargate?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4373,43,6,"Google Cloud Run",Cloud,"Serverless containers (GCP)",https://cloud.google.com/run,,2019,https://alion.io/jobs/google-cloud-run?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4374,43,6,"AWS Lambda",Cloud,"Serverless functions",https://aws.amazon.com/lambda/,,2014,https://alion.io/jobs/aws-lambda?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4375,43,6,"Amazon EC2",Cloud,"Cloud virtual machines",https://aws.amazon.com/ec2/,,2006,https://alion.io/jobs/amazon-ec2?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4386,43,6,Fly.io,Cloud,"Edge app hosting",https://fly.io/,,2017,https://alion.io/jobs/fly-io?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4388,43,6,Platform.sh,Cloud,"PaaS for web apps",https://platform.sh/,,2015,
4389,43,6,Hetzner,Cloud,"Cloud and dedicated hosting",https://www.hetzner.com/,,1997,
4390,43,6,Linode,Cloud,"Akamai cloud computing",https://www.linode.com/,,2003,
4399,43,6,Fastly,Cloud,"Edge cloud CDN",https://www.fastly.com/,,2011,https://alion.io/jobs/fastly?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4400,43,6,Akamai,Cloud,"CDN and edge platform",https://www.akamai.com/,,1998,https://alion.io/jobs/akamai?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4430,43,6,FinOps,Cloud,"Cloud cost management",https://www.finops.org/,,2019,https://alion.io/jobs/finops?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4848,43,6,"Amazon S3",Cloud,"Object storage service",https://aws.amazon.com/s3/,,2006,https://alion.io/jobs/amazon-s3?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4849,43,6,IAM,Cloud,"Identity and access management",https://en.wikipedia.org/wiki/Identity_management,,2011,https://alion.io/jobs/iam?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4850,43,6,"Amazon ECS",Cloud,"Container orchestration service",https://aws.amazon.com/ecs/,,2014,https://alion.io/jobs/amazon-ecs?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4899,43,6,"Amazon CloudWatch",Cloud,"AWS monitoring service",https://aws.amazon.com/cloudwatch/,,2009,https://alion.io/jobs/amazon-cloudwatch?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4900,43,6,"Amazon Kinesis",Cloud,"Streaming data service",https://aws.amazon.com/kinesis/,,2013,https://alion.io/jobs/amazon-kinesis?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4901,43,6,"Amazon EventBridge",Cloud,"Event bus service",https://aws.amazon.com/eventbridge/,,2019,https://alion.io/jobs/amazon-eventbridge?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4902,43,6,"AWS Step Functions",Cloud,"Serverless orchestration",https://aws.amazon.com/step-functions/,,2016,https://alion.io/jobs/aws-step-functions?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4903,43,6,"API Gateway",Cloud,"API gateway",https://en.wikipedia.org/wiki/API_management,,2015,https://alion.io/jobs/api-gateway?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
192,44,6,"Rest API",Containers,"Web API architecture",https://en.wikipedia.org/wiki/rest,,2000,https://alion.io/jobs/rest-api?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
194,44,6,gRPC,Containers,"RPC framework",https://grpc.io/,https://github.com/grpc/grpc,2015,https://alion.io/jobs/grpc?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
326,44,6,"Docker Compose",Containers,"Container orchestration tool",https://docs.docker.com/compose/,https://github.com/docker/compose,2014,https://alion.io/jobs/docker-compose?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
413,44,6,OpenShift,Containers,"Kubernetes platform",https://www.redhat.com/en/technologies/cloud-computing/openshift,https://github.com/openshift/origin,2011,https://alion.io/jobs/openshift?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
417,44,6,Helm,Containers,"Kubernetes package manager",https://helm.sh/,https://github.com/helm/helm,2015,https://alion.io/jobs/helm?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
431,44,6,Cilium,Containers,"Networking and security",https://cilium.io/,https://github.com/cilium/cilium,2016,https://alion.io/jobs/cilium?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
435,44,6,Istio,Containers,"Service mesh platform",https://istio.io/,https://github.com/istio/istio,2017,https://alion.io/jobs/istio?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
443,44,6,Podman,Containers,"Container engine",https://podman.io/,https://github.com/containers/podman,2018,https://alion.io/jobs/podman?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
445,44,6,Rancher,Containers,"Kubernetes management platform",https://www.rancher.com/,https://github.com/rancher/rancher,2014,https://alion.io/jobs/rancher?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
450,44,6,Traefik,Containers,"Cloud native edge router",https://traefik.io,https://github.com/traefik/traefik,2015,https://alion.io/jobs/traefik?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
458,44,6,WebRTC,Containers,"Communication protocol",https://webrtc.org/,https://github.com/webrtc,2011,https://alion.io/jobs/webrtc?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
461,44,6,cert-manager,Containers,"Kubernetes certificate management",https://cert-manager.io/,https://github.com/cert-manager/cert-manager,2017,https://alion.io/jobs/cert-manager?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
466,44,6,containerd,Containers,"Container runtime",https://containerd.io/,https://github.com/containerd/containerd,2016,https://alion.io/jobs/containerd?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
467,44,6,CRI-O,Containers,"Kubernetes container runtime",https://cri-o.io/,https://github.com/cri-o/cri-o,2017,https://alion.io/jobs/cri-o?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
473,44,6,"Docker Swarm",Containers,"Container orchestration",https://docs.docker.com/engine/swarm/,,2015,https://alion.io/jobs/docker-swarm?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
475,44,6,Envoy,Containers,"Service proxy",https://www.envoyproxy.io/,https://github.com/envoyproxy/envoy,2016,https://alion.io/jobs/envoy?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
482,44,6,K3s,Containers,"Kubernetes distribution",https://k3s.io/,https://github.com/k3s-io/k3s,2019,https://alion.io/jobs/k3s?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
486,44,6,KEDA,Containers,"Event-driven autoscaling",https://keda.sh/,https://github.com/kedacore/keda,2019,https://alion.io/jobs/keda?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
488,44,6,Knative,Containers,"Serverless on Kubernetes",https://knative.dev/,https://github.com/knative/serving,2018,https://alion.io/jobs/knative?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
489,44,6,Kong,Containers,"API gateway",https://konghq.com/,https://github.com/Kong/kong,2015,https://alion.io/jobs/kong?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
491,44,6,Kustomize,Containers,"Kubernetes configuration tool",https://kustomize.io/,https://github.com/kubernetes-sigs/kustomize,2018,https://alion.io/jobs/kustomize?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
492,44,6,Linkerd,Containers,"Lightweight service mesh",https://linkerd.io/,https://github.com/linkerd/linkerd2,2016,https://alion.io/jobs/linkerd?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
496,44,6,Nomad,Containers,"Workload orchestrator",https://www.nomadproject.io,https://github.com/hashicorp/nomad,2015,https://alion.io/jobs/nomad?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
507,44,6,Velero,Containers,"Kubernetes backup and restore",https://velero.io/,https://github.com/vmware-tanzu/velero,2018,https://alion.io/jobs/velero?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
509,44,6,WebSockets,Containers,"Communication protocol",https://en.wikipedia.org/wiki/websocket,,2011,https://alion.io/jobs/websockets?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
691,44,6,HAProxy,Containers,"Load balancer",https://www.haproxy.org/,https://github.com/haproxy/haproxy,2001,https://alion.io/jobs/haproxy?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
872,44,6,Docker,Containers,"Containerization tool",https://www.docker.com/,https://github.com/docker,2013,https://alion.io/jobs/docker?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
875,44,6,Kubernetes,Containers,"Container orchestration system",https://kubernetes.io/,https://github.com/kubernetes/kubernetes,2014,https://alion.io/jobs/kubernetes?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3179,44,6,Harbor,Containers,"Trusted cloud native registry",https://goharbor.io,https://github.com/goharbor/harbor,2016,https://alion.io/jobs/harbor?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3364,44,6,"Service Mesh",Containers,"Dedicated service-to-service layer",https://en.wikipedia.org/wiki/Service_mesh,,2017,https://alion.io/jobs/service-mesh?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3367,44,6,Self-Healing,Containers,"Automatic failure recovery",https://kubernetes.io/docs/concepts/workloads/controllers/replicaset/,,2014,https://alion.io/jobs/self-healing?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3391,44,6,buildah,Containers,"OCI image build tool",https://buildah.io/,https://github.com/containers/buildah,2017,https://alion.io/jobs/buildah?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3392,44,6,Karpenter,Containers,"Kubernetes node autoscaler",https://karpenter.sh/,https://github.com/kubernetes-sigs/karpenter,2021,https://alion.io/jobs/karpenter?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3411,44,6,"Sealed Secrets",Containers,"Encrypted Kubernetes secrets",https://sealed-secrets.netlify.app/,https://github.com/bitnami-labs/sealed-secrets,2017,https://alion.io/jobs/sealed-secrets?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3412,44,6,SOPS,Containers,"Secrets encryption tool",https://getsops.io/,https://github.com/getsops/sops,2016,https://alion.io/jobs/sops?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3413,44,6,"External Secrets",Containers,"External secret synchronization",https://external-secrets.io/,https://github.com/external-secrets/external-secrets,2019,https://alion.io/jobs/external-secrets?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3416,44,6,"Apache APISIX",Containers,"Cloud-native API gateway",https://apisix.apache.org/,https://github.com/apache/apisix,2019,
4344,44,6,minikube,Containers,"Local Kubernetes",https://minikube.sigs.k8s.io/,https://github.com/kubernetes/minikube,2016,
4345,44,6,kind,Containers,"Kubernetes in Docker",https://kind.sigs.k8s.io/,https://github.com/kubernetes-sigs/kind,2018,
4347,44,6,MicroK8s,Containers,"Lightweight Kubernetes",https://microk8s.io/,https://github.com/canonical/microk8s,2018,https://alion.io/jobs/microk8s?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4351,44,6,kubeadm,Containers,"Kubernetes bootstrapper",https://kubernetes.io/docs/reference/setup-tools/kubeadm/,,2016,https://alion.io/jobs/kubeadm?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4353,44,6,kubectl,Containers,"Kubernetes CLI",https://kubernetes.io/docs/reference/kubectl/,,2014,https://alion.io/jobs/kubectl?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4354,44,6,k9s,Containers,"Kubernetes terminal UI",https://k9scli.io/,https://github.com/derailed/k9s,2019,https://alion.io/jobs/k9s?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4367,44,6,"Gateway API",Containers,"Kubernetes ingress evolution",https://gateway-api.sigs.k8s.io/,https://github.com/kubernetes-sigs/gateway-api,2021,https://alion.io/jobs/gateway-api?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4368,44,6,ingress-nginx,Containers,"NGINX Ingress controller",https://kubernetes.github.io/ingress-nginx/,https://github.com/kubernetes/ingress-nginx,2016,
229,45,6,Terraform,IaC,"Infrastructure as code",https://www.terraform.io/,https://github.com/hashicorp/terraform,2014,https://alion.io/jobs/terraform?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
234,45,6,Puppet,IaC,"Configuration management tool",https://www.puppet.com/,https://github.com/puppetlabs/puppet,2005,https://alion.io/jobs/puppet?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
253,45,6,Ansible,IaC,"Infrastructure automation tool",https://www.ansible.com/,https://github.com/ansible/ansible,2012,https://alion.io/jobs/ansible?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
442,45,6,OpenTofu,IaC,"Open-source Terraform fork",https://opentofu.org/,https://github.com/opentofu/opentofu,2023,https://alion.io/jobs/opentofu?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
447,45,6,Terragrunt,IaC,"Terraform wrapper tool",https://terragrunt.gruntwork.io/,https://github.com/gruntwork-io/terragrunt,2016,https://alion.io/jobs/terragrunt?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
459,45,6,"AWS CDK",IaC,"Cloud Development Kit",https://aws.amazon.com/cdk/,https://github.com/aws/aws-cdk,2019,https://alion.io/jobs/aws-cdk?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
462,45,6,Chef,IaC,"Configuration management tool",https://www.chef.io/,https://github.com/chef/chef,2009,https://alion.io/jobs/chef?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
464,45,6,CloudFormation,IaC,"Infrastructure as code",https://aws.amazon.com/cloudformation/,,2011,https://alion.io/jobs/cloudformation?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
468,45,6,Crossplane,IaC,"Kubernetes-based IaC",https://www.crossplane.io/,https://github.com/crossplane/crossplane,2018,https://alion.io/jobs/crossplane?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
497,45,6,Packer,IaC,"Image automation tool",https://www.packer.io/,https://github.com/hashicorp/packer,2013,https://alion.io/jobs/packer?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
505,45,6,Pulumi,IaC,"Infrastructure as Code",https://www.pulumi.com,https://github.com/pulumi/pulumi,2018,https://alion.io/jobs/pulumi?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
506,45,6,Vagrant,IaC,"Dev environment automation",https://www.vagrantup.com/,https://github.com/hashicorp/vagrant,2010,https://alion.io/jobs/vagrant?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3171,45,6,SaltStack,IaC,"Configuration management tool",https://saltproject.io,https://github.com/saltstack/salt,2011,https://alion.io/jobs/saltstack?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3357,45,6,"Immutable Infrastructure",IaC,"Replace-not-modify servers",https://developer.hashicorp.com/terraform/intro,,2013,https://alion.io/jobs/immutable-infrastructure?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3366,45,6,"Configuration Management",IaC,"Automated system configuration",https://en.wikipedia.org/wiki/Configuration_management,,1993,https://alion.io/jobs/configuration-management?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3407,45,6,Bicep,IaC,"Azure IaC language",https://learn.microsoft.com/azure/azure-resource-manager/bicep/,https://github.com/Azure/bicep,2020,https://alion.io/jobs/bicep?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4327,45,6,CDKTF,IaC,"CDK for Terraform",https://developer.hashicorp.com/terraform/cdktf,https://github.com/hashicorp/terraform-cdk,2020,https://alion.io/jobs/cdktf?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4328,45,6,cdk8s,IaC,"CDK for Kubernetes",https://cdk8s.io/,https://github.com/cdk8s-team/cdk8s,2020,
4329,45,6,AWX,IaC,"Ansible automation UI",https://github.com/ansible/awx,https://github.com/ansible/awx,2017,https://alion.io/jobs/awx?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4331,45,6,Atlantis,IaC,"Terraform pull request automation",https://www.runatlantis.io/,https://github.com/runatlantis/atlantis,2017,https://alion.io/jobs/atlantis?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4336,45,6,Helmfile,IaC,"Declarative Helm management",https://helmfile.readthedocs.io/,https://github.com/helmfile/helmfile,2017,https://alion.io/jobs/helmfile?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4337,45,6,Jsonnet,IaC,"Data templating language",https://jsonnet.org/,https://github.com/google/jsonnet,2014,https://alion.io/jobs/jsonnet?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4340,45,6,CUE,IaC,"Data validation language",https://cuelang.org/,https://github.com/cue-lang/cue,2018,
224,46,6,Splunk,Observability,"Log management platform",https://www.splunk.com/,,2003,https://alion.io/jobs/splunk?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
228,46,6,ZooKeeper,Observability,"Distributed coordination service",https://zookeeper.apache.org/,https://github.com/apache/zookeeper,2010,https://alion.io/jobs/zookeeper?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
331,46,6,Zabbix,Observability,"Monitoring software",https://www.zabbix.com/,https://github.com/zabbix/zabbix,2001,https://alion.io/jobs/zabbix?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
434,46,6,Jaeger,Observability,"Distributed tracing system",https://www.jaegertracing.io/,https://github.com/jaegertracing/jaeger,2016,https://alion.io/jobs/jaeger?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
436,46,6,Kibana,Observability,"Data visualization dashboard",https://www.elastic.co/kibana,https://github.com/elastic/kibana,2013,https://alion.io/jobs/kibana?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
437,46,6,Loki,Observability,"Log aggregation system",https://grafana.com/oss/loki/,https://github.com/grafana/loki,2018,https://alion.io/jobs/loki?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
439,46,6,"New Relic",Observability,"Observability platform",https://newrelic.com/,https://github.com/newrelic,2008,https://alion.io/jobs/new-relic?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
441,46,6,OpenTelemetry,Observability,"Observability framework",https://opentelemetry.io/,https://github.com/open-telemetry,2019,https://alion.io/jobs/opentelemetry?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
465,46,6,Consul,Observability,"Service networking platform",https://www.consul.io,https://github.com/hashicorp/consul,2014,https://alion.io/jobs/consul?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
469,46,6,Datadog,Observability,"Observability platform",https://www.datadoghq.com/,https://github.com/datadog,2010,https://alion.io/jobs/datadog?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
474,46,6,Dynatrace,Observability,"AI-powered observability platform",https://www.dynatrace.com/,,2005,https://alion.io/jobs/dynatrace?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
476,46,6,etcd,Observability,"Distributed key-value store",https://etcd.io/,https://github.com/etcd-io/etcd,2013,https://alion.io/jobs/etcd?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
478,46,6,"Fluent Bit",Observability,"Lightweight log processor",https://fluentbit.io/,https://github.com/fluent/fluent-bit,2015,https://alion.io/jobs/fluent-bit?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
479,46,6,Fluentd,Observability,"Unified logging layer",https://www.fluentd.org/,https://github.com/fluent/fluentd,2011,https://alion.io/jobs/fluentd?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
493,46,6,Logstash,Observability,"Data processing engine",https://www.elastic.co/logstash,https://github.com/elastic/logstash,2009,https://alion.io/jobs/logstash?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
498,46,6,PagerDuty,Observability,"Incident management platform",https://www.pagerduty.com/,,2009,https://alion.io/jobs/pagerduty?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
502,46,6,Prometheus,Observability,"Monitoring system",https://prometheus.io/,https://github.com/prometheus/prometheus,2012,https://alion.io/jobs/prometheus?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
508,46,6,VictoriaMetrics,Observability,"Fast monitoring and TSDB",https://victoriametrics.com,https://github.com/victoriametrics/victoriametrics,2018,https://alion.io/jobs/victoriametrics?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
611,46,6,SLURM,Observability,"Workload manager",https://slurm.schedmd.com/,https://github.com/schedmd/slurm,2002,https://alion.io/jobs/slurm?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
689,46,6,Bind,Observability,"DNS server software",https://www.isc.org/bind/,https://github.com/isc-projects/bind9,1986,https://alion.io/jobs/bind?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
898,46,6,Grafana,Observability,"Monitoring dashboard",https://grafana.com/,https://github.com/grafana/grafana,2014,https://alion.io/jobs/grafana?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3359,46,6,SRE,Observability,"Site Reliability Engineering",https://en.wikipedia.org/wiki/Site_reliability_engineering,,2003,https://alion.io/jobs/sre?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3363,46,6,"Chaos Engineering",Observability,"Resilience testing by injecting failure",https://en.wikipedia.org/wiki/Chaos_engineering,,2011,https://alion.io/jobs/chaos-engineering?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3373,46,6,Filebeat,Observability,"Lightweight log shipper",https://www.elastic.co/beats/filebeat,https://github.com/elastic/beats,2015,https://alion.io/jobs/filebeat?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3376,46,6,Tempo,Observability,"Distributed tracing backend",https://grafana.com/oss/tempo/,https://github.com/grafana/tempo,2020,https://alion.io/jobs/tempo?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3377,46,6,Thanos,Observability,"Highly available Prometheus storage",https://thanos.io/,https://github.com/thanos-io/thanos,2018,https://alion.io/jobs/thanos?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3378,46,6,Mimir,Observability,"Scalable Prometheus storage",https://grafana.com/oss/mimir/,https://github.com/grafana/mimir,2022,https://alion.io/jobs/mimir?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3379,46,6,Graylog,Observability,"Centralized log management",https://www.graylog.org/,https://github.com/Graylog2/graylog2-server,2010,https://alion.io/jobs/graylog?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3380,46,6,Nagios,Observability,"Infrastructure monitoring system",https://www.nagios.org/,https://github.com/NagiosEnterprises/nagioscore,1999,https://alion.io/jobs/nagios?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3382,46,6,AppDynamics,Observability,"Application performance monitoring",https://www.appdynamics.com/,,2008,https://alion.io/jobs/appdynamics?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3418,46,6,Opsgenie,Observability,"Alerting and on-call tool",https://www.atlassian.com/software/opsgenie,,2012,https://alion.io/jobs/opsgenie?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4401,46,6,Pyroscope,Observability,"Continuous profiling",https://grafana.com/oss/pyroscope/,https://github.com/grafana/pyroscope,2020,https://alion.io/jobs/pyroscope?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4403,46,6,eBPF,Observability,"Kernel observability tech",https://ebpf.io/,,2014,https://alion.io/jobs/ebpf?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4405,46,6,Telegraf,Observability,"Metrics collection agent",https://www.influxdata.com/time-series-platform/telegraf/,https://github.com/influxdata/telegraf,2015,https://alion.io/jobs/telegraf?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4406,46,6,collectd,Observability,"System statistics daemon",https://www.collectd.org/,https://github.com/collectd/collectd,2005,
4407,46,6,StatsD,Observability,"Metrics aggregation daemon",https://github.com/statsd/statsd,https://github.com/statsd/statsd,2011,https://alion.io/jobs/statsd?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4408,46,6,Vector,Observability,"Observability data pipeline",https://vector.dev/,https://github.com/vectordotdev/vector,2019,https://alion.io/jobs/vector?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4409,46,6,Alertmanager,Observability,"Prometheus alert routing",https://prometheus.io/docs/alerting/latest/alertmanager/,https://github.com/prometheus/alertmanager,2015,https://alion.io/jobs/alertmanager?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4411,46,6,Cortex,Observability,"Scalable Prometheus storage",https://cortexmetrics.io/,https://github.com/cortexproject/cortex,2016,https://alion.io/jobs/cortex?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4414,46,6,"Uptime Kuma",Observability,"Self-hosted uptime monitor",https://uptime.kuma.pet/,https://github.com/louislam/uptime-kuma,2021,
4419,46,6,SigNoz,Observability,"Open observability platform",https://signoz.io/,https://github.com/SigNoz/signoz,2021,https://alion.io/jobs/signoz?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4420,46,6,Honeycomb,Observability,"Observability for production",https://www.honeycomb.io/,,2016,https://alion.io/jobs/honeycomb?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4431,46,6,AIOps,Observability,"AI for IT operations",https://en.wikipedia.org/wiki/Artificial_intelligence_for_IT_operations,,2016,https://alion.io/jobs/aiops?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4432,46,6,"Incident Management",Observability,"Handling service incidents",https://sre.google/sre-book/managing-incidents/,,2000,https://alion.io/jobs/incident-management?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4434,46,6,"Error Budget",Observability,"Reliability tolerance",https://sre.google/sre-book/embracing-risk/,,2016,https://alion.io/jobs/error-budget?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4435,46,6,SLI/SLO/SLA,Observability,"Service level objectives",https://sre.google/sre-book/service-level-objectives/,,2016,
217,47,6,PHP-FPM,Systems,"FastCGI process manager",https://www.php.net/manual/en/install.fpm.php,,2004,https://alion.io/jobs/php-fpm?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
329,47,6,"Kali Linux",Systems,"Security operating system",https://www.kali.org/,https://github.com/offsec/kali-nethunter,2013,https://alion.io/jobs/kali-linux?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
330,47,6,"Red Hat",Systems,"Enterprise Linux OS",https://www.redhat.com/,,1995,https://alion.io/jobs/red-hat?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
440,47,6,NixOS,Systems,"Operating system",https://nixos.org/,https://github.com/nixos/nixpkgs,2003,https://alion.io/jobs/nixos?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
446,47,6,RTOS,Systems,"Real-time operating system",https://en.wikipedia.org/wiki/real-time_operating_system,,1980,https://alion.io/jobs/rtos?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
454,47,6,VMWare,Systems,"Virtualization platform",https://www.vmware.com/,,1998,https://alion.io/jobs/vmware?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
460,47,6,Caddy,Systems,"Web server with auto HTTPS",https://caddyserver.com/,https://github.com/caddyserver/caddy,2015,https://alion.io/jobs/caddy?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
472,47,6,Debian,Systems,"Linux distribution",https://www.debian.org/,,1993,https://alion.io/jobs/debian?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
642,47,6,Fedora,Systems,"Linux distribution",https://fedoraproject.org/,,2003,https://alion.io/jobs/fedora?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
822,47,6,"Windows Server",Systems,"Server operating system",https://www.microsoft.com/en-us/windows-server,,1993,https://alion.io/jobs/windows-server?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
891,47,6,Ubuntu,Systems,"Linux distribution",https://ubuntu.com/,,2004,https://alion.io/jobs/ubuntu?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
894,47,6,Nginx,Systems,"Web server software",https://nginx.org/,https://github.com/nginx/nginx,2004,https://alion.io/jobs/nginx?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4376,47,6,"Proxmox VE",Systems,"Open virtualization platform",https://www.proxmox.com/,https://git.proxmox.com/,2008,https://alion.io/jobs/proxmox-ve?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4377,47,6,KVM,Systems,"Linux kernel hypervisor",https://www.linux-kvm.org/,,2007,https://alion.io/jobs/kvm?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4378,47,6,QEMU,Systems,"Machine emulator",https://www.qemu.org/,https://github.com/qemu/qemu,2003,https://alion.io/jobs/qemu?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4379,47,6,Hyper-V,Systems,"Microsoft hypervisor",https://learn.microsoft.com/virtualization/hyper-v-on-windows/,,2008,https://alion.io/jobs/hyper-v?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4380,47,6,Xen,Systems,"Open hypervisor",https://xenproject.org/,https://github.com/xen-project/xen,2003,https://alion.io/jobs/xen?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4381,47,6,VirtualBox,Systems,"Desktop virtualization",https://www.virtualbox.org/,https://github.com/VirtualBox/virtualbox,2007,https://alion.io/jobs/virtualbox?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4382,47,6,OpenStack,Systems,"Cloud infrastructure platform",https://www.openstack.org/,https://github.com/openstack,2010,https://alion.io/jobs/openstack?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4383,47,6,KubeVirt,Systems,"VMs on Kubernetes",https://kubevirt.io/,https://github.com/kubevirt/kubevirt,2017,https://alion.io/jobs/kubevirt?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4393,47,6,"Alpine Linux",Systems,"Minimal container OS",https://alpinelinux.org/,,2005,
4394,47,6,"CentOS Stream",Systems,"Upstream of RHEL",https://www.centos.org/,,2019,https://alion.io/jobs/centos-stream?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4395,47,6,openSUSE,Systems,"Community Linux distro",https://www.opensuse.org/,,2005,
4396,47,6,"Arch Linux",Systems,"Rolling-release Linux",https://archlinux.org/,,2002,
4904,47,6,HPC,Systems,"High-performance computing",https://en.wikipedia.org/wiki/High-performance_computing,,1960,https://alion.io/jobs/hpc?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
5044,47,6,Linux,Systems,,,,,
5045,47,6,Windows,Systems,,,,,
5046,47,6,Unix,Systems,,,,,
5047,47,6,FreeBSD,Systems,,,,,
5048,47,6,"Astra Linux",Systems,,,,,
5049,47,6,"ALT Linux",Systems,,,,,
5050,47,6,"RED OS",Systems,,,,,
5051,47,6,TCP/IP,Systems,,,,,
5052,47,6,DNS,Systems,,,,,
5053,47,6,DHCP,Systems,,,,,
5054,47,6,VPN,Systems,,,,,
5055,47,6,VLAN,Systems,,,,,
5056,47,6,Wi-Fi,Systems,,,,,
5057,47,6,BGP,Systems,,,,,
5058,47,6,OSPF,Systems,,,,,
5059,47,6,MPLS,Systems,,,,,
5060,47,6,LAN,Systems,,,,,
5061,47,6,SOAP,Systems,,,,,
5062,47,6,"Apache HTTP Server",Systems,,,,,https://alion.io/jobs/apache-http-server?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
7,0,7,Cybersecurity,,,,,,https://alion.io/jobs/cybersecurity?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
53,7,7,Standards,Cybersecurity,"Security standards",,,,https://alion.io/jobs/standards?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
52,7,7,Offensive,Cybersecurity,"Offensive security",,,,https://alion.io/jobs/offensive?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
51,7,7,Identity,Cybersecurity,"Identity and secrets",,,,https://alion.io/jobs/identity?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
50,7,7,DFIR,Cybersecurity,"Forensics and reverse engineering",,,,https://alion.io/jobs/dfir?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
49,7,7,Defense,Cybersecurity,"Defensive security",,,,https://alion.io/jobs/defense?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
48,7,7,AppSec,Cybersecurity,"Application security",,,,https://alion.io/jobs/appsec?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
457,48,7,Snyk,AppSec,"Developer security platform",https://snyk.io/,https://github.com/snyk/snyk,2015,https://alion.io/jobs/snyk?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1048,48,7,"Prisma Cloud",AppSec,"Cloud security platform",https://www.paloaltonetworks.com/prisma/cloud,,2019,https://alion.io/jobs/prisma-cloud?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1056,48,7,"Qualys Cloud Platform",AppSec,"Vulnerability management platform",https://www.qualys.com/,,2012,https://alion.io/jobs/qualys-cloud-platform?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1476,48,7,SonarQube,AppSec,"Code security platform",https://www.sonarqube.org/,https://github.com/sonarsource/sonarqube,2007,https://alion.io/jobs/sonarqube?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1503,48,7,Prowler,AppSec,"Cloud security tool",https://prowler.com/,https://github.com/prowler-cloud/prowler,2016,https://alion.io/jobs/prowler?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1504,48,7,Trivy,AppSec,"Container security scanner",https://trivy.dev/,https://github.com/aquasecurity/trivy,2019,https://alion.io/jobs/trivy?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1605,48,7,Checkmarx,AppSec,"Application security platform",https://www.checkmarx.com/,,2006,https://alion.io/jobs/checkmarx?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1606,48,7,Falco,AppSec,"Cloud runtime security",https://falco.org/,https://github.com/falcosecurity/falco,2016,https://alion.io/jobs/falco?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1607,48,7,"Aqua Security",AppSec,"Cloud native security",https://www.aquasec.com/,https://github.com/aquasecurity,2015,https://alion.io/jobs/aqua-security?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1616,48,7,Semgrep,AppSec,"Static analysis tool",https://semgrep.dev/,https://github.com/semgrep/semgrep,2020,https://alion.io/jobs/semgrep?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3183,48,7,DefectDojo,AppSec,"Vulnerability management orchestration",https://www.defectdojo.org,https://github.com/defectdojo/django-defectdojo,2015,https://alion.io/jobs/defectdojo?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3184,48,7,Checkov,AppSec,"Static analysis tool for IaC",https://www.checkov.io,https://github.com/bridgecrewio/checkov,2019,https://alion.io/jobs/checkov?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3185,48,7,Grype,AppSec,"Vulnerability scanner for container images",https://github.com/anchore/grype,https://github.com/anchore/grype,2020,https://alion.io/jobs/grype?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3735,48,7,CodeQL,AppSec,"Code analysis engine",https://codeql.github.com/,https://github.com/github/codeql,2019,https://alion.io/jobs/codeql?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3736,48,7,Gitleaks,AppSec,"Secret scanning tool",https://gitleaks.io/,https://github.com/gitleaks/gitleaks,2018,https://alion.io/jobs/gitleaks?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3737,48,7,TruffleHog,AppSec,"Secret detection tool",https://trufflesecurity.com/,https://github.com/trufflesecurity/trufflehog,2016,https://alion.io/jobs/trufflehog?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3738,48,7,"OWASP Dependency-Check",AppSec,"Dependency vulnerability scanner",https://owasp.org/www-project-dependency-check/,https://github.com/jeremylong/DependencyCheck,2012,https://alion.io/jobs/owasp-dependency-check?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3739,48,7,ScoutSuite,AppSec,"Cloud security auditing",https://github.com/nccgroup/ScoutSuite,https://github.com/nccgroup/ScoutSuite,2018,https://alion.io/jobs/scoutsuite?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3740,48,7,kube-bench,AppSec,"Kubernetes benchmark tool",https://github.com/aquasecurity/kube-bench,https://github.com/aquasecurity/kube-bench,2017,https://alion.io/jobs/kube-bench?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3741,48,7,kube-hunter,AppSec,"Kubernetes pentest tool",https://github.com/aquasecurity/kube-hunter,https://github.com/aquasecurity/kube-hunter,2018,
3742,48,7,Wiz,AppSec,"Cloud security platform",https://www.wiz.io/,,2020,https://alion.io/jobs/wiz?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3862,48,7,Veracode,AppSec,"Application security platform",https://www.veracode.com/,,2006,https://alion.io/jobs/veracode?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3863,48,7,Fortify,AppSec,"Static and dynamic AppSec suite",https://www.microfocus.com/en-us/cyberres/application-security,,2003,https://alion.io/jobs/fortify?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3864,48,7,gosec,AppSec,"Go source security scanner",https://github.com/securego/gosec,https://github.com/securego/gosec,2016,
3865,48,7,Invicti,AppSec,"DAST web security scanner",https://www.invicti.com/,,2009,https://alion.io/jobs/invicti?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3866,48,7,StackHawk,AppSec,"DAST for CI/CD pipelines",https://www.stackhawk.com/,,2019,
3867,48,7,42Crunch,AppSec,"API security testing platform",https://42crunch.com/,,2017,
3868,48,7,Syft,AppSec,"SBOM generator",https://github.com/anchore/syft,https://github.com/anchore/syft,2020,https://alion.io/jobs/syft?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3869,48,7,"OWASP Dependency-Track",AppSec,"SBOM analysis platform",https://dependencytrack.org/,https://github.com/DependencyTrack/dependency-track,2013,https://alion.io/jobs/owasp-dependency-track?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3870,48,7,OSV-Scanner,AppSec,"Open source vuln scanner",https://google.github.io/osv-scanner/,https://github.com/google/osv-scanner,2022,
3871,48,7,"Sonatype Nexus IQ",AppSec,"Software supply chain governance",https://www.sonatype.com/products/open-source-security-dependency-management,,2012,https://alion.io/jobs/sonatype-nexus-iq?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3872,48,7,"JFrog Xray",AppSec,"Artifact security scanning",https://jfrog.com/xray/,,2016,https://alion.io/jobs/jfrog-xray?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3873,48,7,Mend,AppSec,"Open source security management",https://www.mend.io/,,2011,https://alion.io/jobs/mend?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3874,48,7,Sigstore,AppSec,"Artifact signing ecosystem",https://www.sigstore.dev/,https://github.com/sigstore,2021,https://alion.io/jobs/sigstore?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3875,48,7,Cosign,AppSec,"Container signing tool",https://docs.sigstore.dev/cosign/overview/,https://github.com/sigstore/cosign,2021,https://alion.io/jobs/cosign?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3876,48,7,Dependabot,AppSec,"Automated dependency updates",https://github.com/dependabot,,2017,https://alion.io/jobs/dependabot?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3877,48,7,Renovate,AppSec,"Dependency update automation",https://docs.renovatebot.com/,https://github.com/renovatebot/renovate,2017,https://alion.io/jobs/renovate?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3878,48,7,GitGuardian,AppSec,"Secrets detection platform",https://www.gitguardian.com/,,2017,https://alion.io/jobs/gitguardian?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3879,48,7,MobSF,AppSec,"Mobile app security framework",https://mobsf.github.io/docs/,https://github.com/MobSF/Mobile-Security-Framework-MobSF,2015,
3880,48,7,"Sysdig Secure",AppSec,"Cloud-native CNAPP platform",https://sysdig.com/products/secure/,,2018,https://alion.io/jobs/sysdig-secure?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3881,48,7,"Orca Security",AppSec,"Agentless cloud security",https://orca.security/,,2019,https://alion.io/jobs/orca-security?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3882,48,7,Lacework,AppSec,"Cloud security data platform",https://www.lacework.com/,,2015,https://alion.io/jobs/lacework?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3883,48,7,"Microsoft Defender for Cloud",AppSec,"Multicloud CSPM/CWPP",https://azure.microsoft.com/en-us/products/defender-for-cloud,https://github.com/Azure/Microsoft-Defender-for-Cloud,2016,https://alion.io/jobs/microsoft-defender-for-cloud?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3884,48,7,"Datadog Cloud Security",AppSec,"Cloud security monitoring",https://www.datadoghq.com/product/cloud-security-management/,,2021,https://alion.io/jobs/datadog-cloud-security?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3885,48,7,tfsec,AppSec,"Terraform static scanner",https://aquasecurity.github.io/tfsec/,https://github.com/aquasecurity/tfsec,2019,https://alion.io/jobs/tfsec?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3886,48,7,Terrascan,AppSec,"IaC security scanner",https://runterrascan.io/,https://github.com/tenable/terrascan,2017,
3887,48,7,KICS,AppSec,"IaC vulnerability scanner",https://kics.io/,https://github.com/Checkmarx/kics,2020,
3888,48,7,"Snyk IaC",AppSec,"Infrastructure as code security",https://snyk.io/product/infrastructure-as-code-security/,,2020,
3889,48,7,Kubescape,AppSec,"Kubernetes security platform",https://kubescape.io/,https://github.com/kubescape/kubescape,2021,
3890,48,7,Kyverno,AppSec,"Kubernetes policy engine",https://kyverno.io/,https://github.com/kyverno/kyverno,2019,https://alion.io/jobs/kyverno?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3891,48,7,"OPA Gatekeeper",AppSec,"K8s policy enforcement",https://open-policy-agent.github.io/gatekeeper/,https://github.com/open-policy-agent/gatekeeper,2019,https://alion.io/jobs/opa-gatekeeper?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3892,48,7,Polaris,AppSec,"K8s best practices validation",https://www.fairwinds.com/polaris,https://github.com/FairwindsOps/polaris,2019,https://alion.io/jobs/polaris?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3893,48,7,"Trivy Operator",AppSec,"Kubernetes security operator",https://aquasecurity.github.io/trivy-operator/,https://github.com/aquasecurity/trivy-operator,2021,
3894,48,7,Clair,AppSec,"Container vulnerability analysis",https://github.com/quay/clair,https://github.com/quay/clair,2015,
3895,48,7,Anchore,AppSec,"Container image inspection",https://anchore.com/,https://github.com/anchore/anchore-engine,2016,
3896,48,7,Dockle,AppSec,"Container image linter",https://github.com/goodwithtech/dockle,https://github.com/goodwithtech/dockle,2019,
3897,48,7,NeuVector,AppSec,"Container runtime security",https://open-docs.neuvector.com/,https://github.com/neuvector/neuvector,2016,
3898,48,7,"Cilium Tetragon",AppSec,"eBPF runtime security",https://tetragon.io/,https://github.com/cilium/tetragon,2022,https://alion.io/jobs/cilium-tetragon?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3899,48,7,Calico,AppSec,"Kubernetes networking and policy",https://www.tigera.io/project-calico/,https://github.com/projectcalico/calico,2016,https://alion.io/jobs/calico?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
325,49,7,Wireshark,Defense,"Network protocol analyzer",https://www.wireshark.org/,https://github.com/wireshark/wireshark,1998,https://alion.io/jobs/wireshark?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
569,49,7,Crowdstrike,Defense,"Endpoint protection platform",https://www.crowdstrike.com/,,2011,https://alion.io/jobs/crowdstrike?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1036,49,7,Nessus,Defense,"Vulnerability assessment tool",https://www.tenable.com/products/nessus,,1998,https://alion.io/jobs/nessus?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1043,49,7,Tcpdump,Defense,"Packet analyzer tool",https://www.tcpdump.org/,https://github.com/the-tcpdump-group/tcpdump,1988,https://alion.io/jobs/tcpdump?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1044,49,7,Snort,Defense,"Intrusion detection system",https://www.snort.org/,https://github.com/snort3/snort3,1998,https://alion.io/jobs/snort?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1047,49,7,FortiGate,Defense,"Next-generation firewall",https://www.fortinet.com/products/next-generation-firewall,,2002,https://alion.io/jobs/fortigate?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1051,49,7,Darktrace,Defense,"AI cyber defense platform",https://www.darktrace.com/,,2013,https://alion.io/jobs/darktrace?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1054,49,7,"Rapid7 Insight",Defense,"Security analytics platform",https://www.rapid7.com/products/insightvm/,,2014,
1521,49,7,Wazuh,Defense,"Security monitoring platform",https://wazuh.com/,https://github.com/wazuh/wazuh,2015,https://alion.io/jobs/wazuh?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1612,49,7,"Microsoft Sentinel",Defense,"Cloud SIEM platform",https://azure.microsoft.com/products/microsoft-sentinel,,2019,https://alion.io/jobs/microsoft-sentinel?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1614,49,7,Suricata,Defense,"Network IDS and IPS",https://suricata.io/,https://github.com/oisf/suricata,2009,https://alion.io/jobs/suricata?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1750,49,7,Zeek,Defense,"Network security monitor",https://zeek.org/,https://github.com/zeek/zeek,1995,https://alion.io/jobs/zeek?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1756,49,7,GnuPG,Defense,"Encryption and signing tool",https://gnupg.org/,https://github.com/gpg/gnupg,1999,
3181,49,7,OpenCTI,Defense,"Cyber threat intelligence platform",https://opencti.io,https://github.com/opencti-platform/opencti,2019,https://alion.io/jobs/opencti?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3182,49,7,CrowdSec,Defense,"Modern collaborative IPS",https://crowdsec.net,https://github.com/crowdsecurity/crowdsec,2020,
3722,49,7,"Elastic SIEM",Defense,"SIEM security platform",https://www.elastic.co/security,https://github.com/elastic/kibana,2019,https://alion.io/jobs/elastic-siem?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3723,49,7,"Security Onion",Defense,"Security monitoring distro",https://securityonionsolutions.com/,https://github.com/Security-Onion-Solutions/securityonion,2009,https://alion.io/jobs/security-onion?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3724,49,7,Arkime,Defense,"Packet capture system",https://arkime.com/,https://github.com/arkime/arkime,2012,
3725,49,7,SentinelOne,Defense,"Endpoint protection platform",https://www.sentinelone.com/,,2013,https://alion.io/jobs/sentinelone?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3726,49,7,"Microsoft Defender",Defense,"Endpoint security suite",https://www.microsoft.com/security/business/microsoft-defender,,2009,https://alion.io/jobs/microsoft-defender?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3727,49,7,"Cortex XDR",Defense,"Extended detection response",https://www.paloaltonetworks.com/cortex/cortex-xdr,,2019,https://alion.io/jobs/cortex-xdr?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3729,49,7,OpenVAS,Defense,"Vulnerability scanner",https://openvas.org/,https://github.com/greenbone/openvas-scanner,2005,https://alion.io/jobs/openvas?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3730,49,7,MISP,Defense,"Threat intelligence platform",https://www.misp-project.org/,https://github.com/MISP/MISP,2011,https://alion.io/jobs/misp?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3731,49,7,VirusTotal,Defense,"Malware analysis service",https://www.virustotal.com/,,2004,https://alion.io/jobs/virustotal?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3732,49,7,pfSense,Defense,"Firewall and router",https://www.pfsense.org/,https://github.com/pfsense/pfsense,2006,https://alion.io/jobs/pfsense?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3733,49,7,ModSecurity,Defense,"Web application firewall",https://modsecurity.org/,https://github.com/owasp-modsecurity/ModSecurity,2002,https://alion.io/jobs/modsecurity?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3900,49,7,"IBM QRadar",Defense,"Enterprise SIEM platform",https://www.ibm.com/qradar,,2005,https://alion.io/jobs/ibm-qradar?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3901,49,7,"Google SecOps",Defense,"Cloud-native SIEM (Chronicle)",https://cloud.google.com/security/products/security-operations,,2019,https://alion.io/jobs/google-secops?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3902,49,7,Exabeam,Defense,"SIEM and UEBA platform",https://www.exabeam.com/,,2013,https://alion.io/jobs/exabeam?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3903,49,7,LogRhythm,Defense,"SIEM and SOC platform",https://logrhythm.com/,,2003,https://alion.io/jobs/logrhythm?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3904,49,7,"Sumo Logic",Defense,"Cloud SIEM and log analytics",https://www.sumologic.com/,,2010,https://alion.io/jobs/sumo-logic?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3905,49,7,"Cortex XSOAR",Defense,"Security orchestration platform",https://www.paloaltonetworks.com/cortex/cortex-xsoar,,2015,https://alion.io/jobs/cortex-xsoar?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3906,49,7,Shuffle,Defense,"Open-source SOAR",https://shuffler.io/,https://github.com/Shuffle/Shuffle,2020,https://alion.io/jobs/shuffle?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3907,49,7,Tines,Defense,"No-code security automation",https://www.tines.com/,,2018,https://alion.io/jobs/tines?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3908,49,7,osquery,Defense,"Endpoint SQL telemetry",https://osquery.io/,https://github.com/osquery/osquery,2014,https://alion.io/jobs/osquery?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3909,49,7,Sysmon,Defense,"Windows system monitor",https://learn.microsoft.com/en-us/sysinternals/downloads/sysmon,,2014,https://alion.io/jobs/sysmon?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3910,49,7,"Carbon Black",Defense,"Endpoint detection and response",https://www.vmware.com/products/carbon-black-cloud.html,,2011,https://alion.io/jobs/carbon-black?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3911,49,7,Tanium,Defense,"Endpoint management and security",https://www.tanium.com/,,2007,https://alion.io/jobs/tanium?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3912,49,7,"Trend Micro",Defense,"Endpoint and cloud security",https://www.trendmicro.com/,,1988,https://alion.io/jobs/trend-micro?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3913,49,7,ESET,Defense,"Endpoint antivirus and EDR",https://www.eset.com/,,1992,
3914,49,7,Sophos,Defense,"Endpoint and network security",https://www.sophos.com/,,1985,https://alion.io/jobs/sophos?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3915,49,7,"Vectra AI",Defense,"Network detection and response",https://www.vectra.ai/,,2012,
3916,49,7,Corelight,Defense,"Network detection (Zeek-based)",https://corelight.com/,,2013,https://alion.io/jobs/corelight?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3917,49,7,"AlienVault OTX",Defense,"Open threat intelligence",https://otx.alienvault.com/,,2012,
3918,49,7,"Recorded Future",Defense,"Threat intelligence platform",https://www.recordedfuture.com/,,2009,https://alion.io/jobs/recorded-future?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3919,49,7,GreyNoise,Defense,"Internet scan intelligence",https://www.greynoise.io/,,2016,
3920,49,7,AbuseIPDB,Defense,"IP reputation database",https://www.abuseipdb.com/,,2011,
3921,49,7,Anomali,Defense,"Threat intelligence management",https://www.anomali.com/,,2013,https://alion.io/jobs/anomali?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3922,49,7,ThreatConnect,Defense,"Threat intel and SOAR",https://threatconnect.com/,,2012,https://alion.io/jobs/threatconnect?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3930,49,7,"Palo Alto NGFW",Defense,"Next-gen firewall",https://www.paloaltonetworks.com/network-security/next-generation-firewall,,2007,https://alion.io/jobs/palo-alto-ngfw?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3931,49,7,OPNsense,Defense,"Open-source firewall",https://opnsense.org/,https://github.com/opnsense,2015,
3932,49,7,"Cloudflare WAF",Defense,"Web application firewall",https://www.cloudflare.com/application-services/products/waf/,,2013,https://alion.io/jobs/cloudflare-waf?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3933,49,7,"AWS WAF",Defense,"Managed web application firewall",https://aws.amazon.com/waf/,,2015,https://alion.io/jobs/aws-waf?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3936,49,7,OSSEC,Defense,"Host-based intrusion detection",https://www.ossec.net/,https://github.com/ossec/ossec-hids,2004,
5066,49,7,SIEM,Defense,,,,,
5067,49,7,DLP,Defense,,,,,
5068,49,7,КриптоПро,Defense,,,,,
5069,49,7,ViPNet,Defense,,,,,
5070,49,7,"Secret Net",Defense,,,,,
5071,49,7,"Dallas Lock",Defense,,,,,
5072,49,7,InfoWatch,Defense,,,,,
5073,49,7,SearchInform,Defense,,,,,
5074,49,7,Kaspersky,Defense,,,,,
1610,50,7,TheHive,DFIR,"Incident response platform",https://thehive-project.org/,https://github.com/thehive-project/thehive,2016,https://alion.io/jobs/thehive?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1611,50,7,Volatility,DFIR,"Memory forensics framework",https://www.volatilityfoundation.org/,https://github.com/volatilityfoundation/volatility3,2007,https://alion.io/jobs/volatility?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1617,50,7,Autopsy,DFIR,"Digital forensics platform",https://www.autopsy.com/,https://github.com/sleuthkit/autopsy,2001,https://alion.io/jobs/autopsy?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1618,50,7,"The Sleuth Kit",DFIR,"Forensic toolset",https://www.sleuthkit.org/,https://github.com/sleuthkit/sleuthkit,2002,https://alion.io/jobs/the-sleuth-kit?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1747,50,7,Ghidra,DFIR,"Reverse engineering suite",https://ghidra-sre.org/,https://github.com/nationalsecurityagency/ghidra,2019,https://alion.io/jobs/ghidra?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1748,50,7,"IDA Pro",DFIR,"Interactive disassembler",https://hex-rays.com/ida-pro/,,1996,https://alion.io/jobs/ida-pro?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1749,50,7,Radare2,DFIR,"Reverse engineering framework",https://www.radare.org/,https://github.com/radareorg/radare2,2006,https://alion.io/jobs/radare2?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1754,50,7,YARA,DFIR,"Malware identification tool",https://virustotal.github.io/yara/,https://github.com/virustotal/yara,2008,https://alion.io/jobs/yara?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3728,50,7,Velociraptor,DFIR,"Endpoint forensics tool",https://docs.velociraptor.app/,https://github.com/Velocidex/velociraptor,2019,https://alion.io/jobs/velociraptor?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3743,50,7,"Cuckoo Sandbox",DFIR,"Malware analysis sandbox",https://cuckoosandbox.org/,https://github.com/cuckoosandbox/cuckoo,2010,
3978,50,7,KAPE,DFIR,"Forensic artifact collector",https://www.kroll.com/kape,,2019,
3979,50,7,Plaso,DFIR,"Timeline forensic engine",https://plaso.readthedocs.io/,https://github.com/log2timeline/plaso,2012,
3980,50,7,"Eric Zimmerman Tools",DFIR,"DFIR forensic utilities",https://ericzimmerman.github.io/,,2015,
3981,50,7,"Magnet AXIOM",DFIR,"Digital forensics platform",https://www.magnetforensics.com/products/magnet-axiom/,,2016,https://alion.io/jobs/magnet-axiom?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3982,50,7,FTK,DFIR,"Forensic toolkit",https://www.exterro.com/digital-forensics-software/forensic-toolkit,,2003,https://alion.io/jobs/ftk?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3983,50,7,EnCase,DFIR,"Digital forensics suite",https://www.opentext.com/products/encase-forensic,,1998,https://alion.io/jobs/encase?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3984,50,7,"X-Ways Forensics",DFIR,"Forensic analysis software",https://www.x-ways.net/forensics/,,2003,https://alion.io/jobs/x-ways-forensics?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3985,50,7,"GRR Rapid Response",DFIR,"Remote live forensics",https://grr-doc.readthedocs.io/,https://github.com/google/grr,2011,
3987,50,7,MemProcFS,DFIR,"Memory as filesystem",https://github.com/ufrisk/MemProcFS,https://github.com/ufrisk/MemProcFS,2018,
3988,50,7,Cutter,DFIR,"Reverse engineering GUI",https://cutter.re/,https://github.com/rizinorg/cutter,2017,
3989,50,7,PEStudio,DFIR,"PE malware triage tool",https://www.winitor.com/,,2012,
3990,50,7,"Mandiant capa",DFIR,"Capability detection tool",https://github.com/mandiant/capa,https://github.com/mandiant/capa,2020,
3991,50,7,FLOSS,DFIR,"Obfuscated string extractor",https://github.com/mandiant/flare-floss,https://github.com/mandiant/flare-floss,2016,
3992,50,7,"Detect It Easy",DFIR,"File type and packer detector",https://github.com/horsicq/Detect-It-Easy,https://github.com/horsicq/Detect-It-Easy,2012,
3993,50,7,CAPEv2,DFIR,"Malware sandbox",https://github.com/kevoreilly/CAPEv2,https://github.com/kevoreilly/CAPEv2,2018,
3994,50,7,"Joe Sandbox",DFIR,"Automated malware analysis",https://www.joesecurity.org/,,2011,
3995,50,7,Any.run,DFIR,"Interactive malware sandbox",https://any.run/,,2016,
3996,50,7,"Hybrid Analysis",DFIR,"Free malware analysis service",https://www.hybrid-analysis.com/,,2016,
3997,50,7,REMnux,DFIR,"Malware analysis Linux distro",https://remnux.org/,https://github.com/REMnux,2010,
3998,50,7,DFIR-IRIS,DFIR,"Incident response platform",https://dfir-iris.org/,https://github.com/dfir-iris/iris-web,2021,
455,51,7,Keycloak,Identity,"Identity and access management",https://www.keycloak.org/,https://github.com/keycloak/keycloak,2014,https://alion.io/jobs/keycloak?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
456,51,7,Okta,Identity,"Identity management platform",https://www.okta.com/,,2009,https://alion.io/jobs/okta?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1050,51,7,CyberArk,Identity,"Privileged access management",https://www.cyberark.com/,,1999,https://alion.io/jobs/cyberark?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1520,51,7,"HashiCorp Vault",Identity,"Secret management tool",https://www.vaultproject.io/,https://github.com/hashicorp/vault,2015,https://alion.io/jobs/hashicorp-vault?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1615,51,7,Zscaler,Identity,"Cloud security platform",https://www.zscaler.com/,,2007,https://alion.io/jobs/zscaler?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1781,51,7,"Open Policy Agent",Identity,"Policy engine",https://www.openpolicyagent.org/,https://github.com/open-policy-agent/opa,2016,https://alion.io/jobs/open-policy-agent?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3734,51,7,Authentik,Identity,"Identity provider platform",https://goauthentik.io/,https://github.com/goauthentik/authentik,2020,https://alion.io/jobs/authentik?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3923,51,7,"Microsoft Entra ID",Identity,"Cloud identity and access",https://www.microsoft.com/en-us/security/business/identity-access/microsoft-entra-id,,2010,https://alion.io/jobs/microsoft-entra-id?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3924,51,7,"Ping Identity",Identity,"Enterprise identity platform",https://www.pingidentity.com/,,2002,https://alion.io/jobs/ping-identity?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3925,51,7,Auth0,Identity,"Identity-as-a-service platform",https://auth0.com/,,2013,https://alion.io/jobs/auth0?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3926,51,7,Teleport,Identity,"Infrastructure access proxy",https://goteleport.com/,https://github.com/gravitational/teleport,2016,https://alion.io/jobs/teleport?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3927,51,7,"HashiCorp Boundary",Identity,"Identity-based access",https://www.boundaryproject.io/,https://github.com/hashicorp/boundary,2020,
3928,51,7,BeyondTrust,Identity,"Privileged access management",https://www.beyondtrust.com/,,2009,https://alion.io/jobs/beyondtrust?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3929,51,7,Delinea,Identity,"Privileged access management",https://delinea.com/,,2021,https://alion.io/jobs/delinea?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3935,51,7,Twingate,Identity,"Zero trust network access",https://www.twingate.com/,,2019,
5063,51,7,"Active Directory",Identity,,,,,
5064,51,7,LDAP,Identity,,,,,
5065,51,7,PKI,Identity,,,,,
247,52,7,Acunetix,Offensive,"Web vulnerability scanner",https://www.acunetix.com/,,2005,https://alion.io/jobs/acunetix?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
333,52,7,"Burp Suite",Offensive,"Web security platform",https://portswigger.net/burp,,2004,https://alion.io/jobs/burp-suite?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
449,52,7,Metasploit,Offensive,"Exploitation framework",https://www.metasploit.com/,https://github.com/rapid7/metasploit-framework,2003,https://alion.io/jobs/metasploit?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
892,52,7,Nmap,Offensive,"Network exploration tool",https://nmap.org/,https://github.com/nmap/nmap,1997,https://alion.io/jobs/nmap?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1046,52,7,"OWASP ZAP",Offensive,"Web security scanner",https://www.zaproxy.org/,https://github.com/zaproxy/zaproxy,2010,https://alion.io/jobs/owasp-zap?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1058,52,7,SQLmap,Offensive,"SQL injection tool",https://sqlmap.org/,https://github.com/sqlmapproject/sqlmap,2006,https://alion.io/jobs/sqlmap?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1069,52,7,"Cobalt Strike",Offensive,"Adversary simulation tool",https://www.cobaltstrike.com/,,2012,https://alion.io/jobs/cobalt-strike?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1091,52,7,Impacket,Offensive,"Network protocol library",https://github.com/fortra/impacket,https://github.com/fortra/impacket,2003,https://alion.io/jobs/impacket?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1497,52,7,FFUF,Offensive,"Web fuzzer tool",https://github.com/ffuf/ffuf,https://github.com/ffuf/ffuf,2018,
1499,52,7,Nuclei,Offensive,"Vulnerability scanner",https://nuclei.projectdiscovery.io/,https://github.com/projectdiscovery/nuclei,2020,https://alion.io/jobs/nuclei?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1500,52,7,BloodHound,Offensive,"Active Directory tool",https://bloodhoundenterprise.io/,https://github.com/bloodhoundad/bloodhound,2016,https://alion.io/jobs/bloodhound?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1501,52,7,Mimikatz,Offensive,"Credential dumping tool",https://github.com/gentilkiwi/mimikatz,https://github.com/gentilkiwi/mimikatz,2011,https://alion.io/jobs/mimikatz?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1502,52,7,NetExec,Offensive,"Network assessment tool",https://www.netexec.wiki/,https://github.com/pennywise-systems/netexec,2023,https://alion.io/jobs/netexec?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1608,52,7,Shodan,Offensive,"Internet search engine",https://www.shodan.io/,,2009,https://alion.io/jobs/shodan?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1609,52,7,Censys,Offensive,"Attack surface management",https://censys.com/,https://github.com/censys,2015,https://alion.io/jobs/censys?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1751,52,7,Maltego,Offensive,"OSINT analysis tool",https://www.maltego.com/,,2007,https://alion.io/jobs/maltego?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1753,52,7,Aircrack-ng,Offensive,"Wireless security suite",https://www.aircrack-ng.org/,https://github.com/aircrack-ng/aircrack-ng,2006,
1755,52,7,Hashcat,Offensive,"Password recovery tool",https://hashcat.net/,https://github.com/hashcat/hashcat,2009,
1893,52,7,Scapy,Offensive,"Packet manipulation tool",https://scapy.net/,https://github.com/secdev/scapy,2003,https://alion.io/jobs/scapy?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3708,52,7,"John the Ripper",Offensive,"Password cracking tool",https://www.openwall.com/john/,https://github.com/openwall/john,1996,
3709,52,7,Hydra,Offensive,"Network login cracker",https://github.com/vanhauser-thc/thc-hydra,https://github.com/vanhauser-thc/thc-hydra,2000,
3710,52,7,Responder,Offensive,"LLMNR poisoning tool",https://github.com/lgandx/Responder,https://github.com/lgandx/Responder,2012,
3711,52,7,Nikto,Offensive,"Web server scanner",https://cirt.net/Nikto2,https://github.com/sullo/nikto,2001,
3712,52,7,Gobuster,Offensive,"Directory brute-forcer",https://github.com/OJ/gobuster,https://github.com/OJ/gobuster,2016,
3713,52,7,Sliver,Offensive,"Command and control",https://sliver.sh/,https://github.com/BishopFox/sliver,2019,https://alion.io/jobs/sliver?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3714,52,7,Mythic,Offensive,"C2 framework",https://github.com/its-a-feature/Mythic,https://github.com/its-a-feature/Mythic,2018,
3715,52,7,Havoc,Offensive,"C2 framework",https://havocframework.com/,https://github.com/HavocFramework/Havoc,2022,
3716,52,7,Empire,Offensive,"Post-exploitation framework",https://github.com/BC-SECURITY/Empire,https://github.com/BC-SECURITY/Empire,2015,
3717,52,7,BeEF,Offensive,"Browser exploitation framework",https://beefproject.com/,https://github.com/beefproject/beef,2011,
3718,52,7,theHarvester,Offensive,"OSINT gathering tool",https://github.com/laramies/theHarvester,https://github.com/laramies/theHarvester,2011,
3719,52,7,Recon-ng,Offensive,"Reconnaissance framework",https://github.com/lanmaster53/recon-ng,https://github.com/lanmaster53/recon-ng,2012,
3720,52,7,SpiderFoot,Offensive,"OSINT automation tool",https://www.spiderfoot.net/,https://github.com/smicallef/spiderfoot,2012,
3721,52,7,Amass,Offensive,"Subdomain enumeration tool",https://owasp.org/www-project-amass/,https://github.com/owasp-amass/amass,2018,
3937,52,7,"Social-Engineer Toolkit",Offensive,"Social engineering attacks framework",https://github.com/trustedsec/social-engineer-toolkit,https://github.com/trustedsec/social-engineer-toolkit,2009,
3938,52,7,GoPhish,Offensive,"Open-source phishing framework",https://getgophish.com/,https://github.com/gophish/gophish,2016,
3939,52,7,Evilginx2,Offensive,"MITM phishing framework",https://github.com/kgretzky/evilginx2,https://github.com/kgretzky/evilginx2,2018,
3940,52,7,Modlishka,Offensive,"Reverse proxy phishing tool",https://github.com/drk1wi/Modlishka,https://github.com/drk1wi/Modlishka,2018,
3941,52,7,"King Phisher",Offensive,"Phishing campaign toolkit",https://github.com/rsmusllp/king-phisher,https://github.com/rsmusllp/king-phisher,2014,
3942,52,7,"Brute Ratel",Offensive,"Adversary C2 framework",https://bruteratel.com/,,2020,
3943,52,7,Covenant,Offensive,".NET C2 framework",https://github.com/cobbr/Covenant,https://github.com/cobbr/Covenant,2013,
3944,52,7,PoshC2,Offensive,"PowerShell C2 framework",https://poshc2.readthedocs.io/,https://github.com/nettitude/PoshC2,2016,
3945,52,7,"Merlin C2",Offensive,"Cross-platform HTTP/2 C2",https://github.com/Ne0nd0g/merlin,https://github.com/Ne0nd0g/merlin,2017,
3946,52,7,Rubeus,Offensive,"Kerberos abuse toolkit",https://github.com/GhostPack/Rubeus,https://github.com/GhostPack/Rubeus,2018,
3947,52,7,Certipy,Offensive,"AD CS abuse tool",https://github.com/ly4k/Certipy,https://github.com/ly4k/Certipy,2021,
3948,52,7,Kerbrute,Offensive,"Kerberos user enumeration",https://github.com/ropnop/kerbrute,https://github.com/ropnop/kerbrute,2019,
3949,52,7,PowerSploit,Offensive,"PowerShell offensive toolkit",https://github.com/PowerShellMafia/PowerSploit,https://github.com/PowerShellMafia/PowerSploit,2012,
3950,52,7,PingCastle,Offensive,"AD security assessment",https://www.pingcastle.com/,https://github.com/netwrix/pingcastle,2016,
3952,52,7,WPScan,Offensive,"WordPress security scanner",https://wpscan.com/,https://github.com/wpscanteam/wpscan,2011,
3953,52,7,Caido,Offensive,"Web security audit toolkit",https://caido.io/,https://github.com/caido/caido,2023,
3954,52,7,dalfox,Offensive,"XSS scanning tool",https://github.com/hahwul/dalfox,https://github.com/hahwul/dalfox,2020,
3955,52,7,commix,Offensive,"Command injection exploiter",https://github.com/commixproject/commix,https://github.com/commixproject/commix,2015,
3956,52,7,XSStrike,Offensive,"Advanced XSS detection",https://github.com/s0md3v/XSStrike,https://github.com/s0md3v/XSStrike,2018,
3957,52,7,feroxbuster,Offensive,"Content discovery scanner",https://github.com/epi052/feroxbuster,https://github.com/epi052/feroxbuster,2020,
3958,52,7,subfinder,Offensive,"Subdomain discovery tool",https://github.com/projectdiscovery/subfinder,https://github.com/projectdiscovery/subfinder,2018,
3959,52,7,assetfinder,Offensive,"Subdomain asset discovery",https://github.com/tomnomnom/assetfinder,https://github.com/tomnomnom/assetfinder,2018,
3960,52,7,httpx,Offensive,"HTTP probing toolkit",https://github.com/projectdiscovery/httpx,https://github.com/projectdiscovery/httpx,2020,https://alion.io/jobs/httpx?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3961,52,7,dnsx,Offensive,"DNS toolkit",https://github.com/projectdiscovery/dnsx,https://github.com/projectdiscovery/dnsx,2021,
3962,52,7,naabu,Offensive,"Fast port scanner",https://github.com/projectdiscovery/naabu,https://github.com/projectdiscovery/naabu,2020,
3963,52,7,Sublist3r,Offensive,"Subdomain enumeration tool",https://github.com/aboul3la/Sublist3r,https://github.com/aboul3la/Sublist3r,2016,
3964,52,7,Pacu,Offensive,"AWS exploitation framework",https://github.com/RhinoSecurityLabs/pacu,https://github.com/RhinoSecurityLabs/pacu,2018,
3965,52,7,pwntools,Offensive,"Exploit development framework",https://docs.pwntools.com/,https://github.com/Gallopsled/pwntools,2013,
3966,52,7,ROPgadget,Offensive,"ROP gadget finder",https://github.com/JonathanSalwan/ROPgadget,https://github.com/JonathanSalwan/ROPgadget,2011,
3967,52,7,pwndbg,Offensive,"Exploit dev GDB plugin",https://github.com/pwndbg/pwndbg,https://github.com/pwndbg/pwndbg,2015,
3968,52,7,Frida,Offensive,"Dynamic instrumentation toolkit",https://frida.re/,https://github.com/frida/frida,2013,https://alion.io/jobs/frida?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3969,52,7,Objection,Offensive,"Mobile runtime exploration",https://github.com/sensepost/objection,https://github.com/sensepost/objection,2017,https://alion.io/jobs/objection?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3970,52,7,"Chisel Tunnel",Offensive,"TCP/UDP tunneling tool",https://github.com/jpillora/chisel,https://github.com/jpillora/chisel,2017,
3971,52,7,ligolo-ng,Offensive,"Tunneling and pivoting tool",https://github.com/nicocha30/ligolo-ng,https://github.com/nicocha30/ligolo-ng,2021,
3972,52,7,proxychains,Offensive,"Proxy chaining tool",https://github.com/haad/proxychains,https://github.com/haad/proxychains,2006,
3973,52,7,Kismet,Offensive,"Wireless network detector",https://www.kismetwireless.net/,https://github.com/kismetwireless/kismet,2001,
3974,52,7,Wifite,Offensive,"Automated wireless attacks",https://github.com/derv82/wifite2,https://github.com/derv82/wifite2,2010,
3975,52,7,Bettercap,Offensive,"Network attack framework",https://www.bettercap.org/,https://github.com/bettercap/bettercap,2015,
1659,53,7,"ISO 27001",Standards,"Information security standard",https://www.iso.org/iso-iec-27001-information-security.html,,2005,https://alion.io/jobs/iso-27001?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3744,53,7,"MITRE ATT&CK",Standards,"Adversary tactics framework",https://attack.mitre.org/,https://github.com/mitre/cti,2013,
3745,53,7,"NIST CSF",Standards,"Cybersecurity framework",https://www.nist.gov/cyberframework,,2014,https://alion.io/jobs/nist-csf?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3746,53,7,"CIS Benchmarks",Standards,"Security configuration baselines",https://www.cisecurity.org/cis-benchmarks,,2000,https://alion.io/jobs/cis-benchmarks?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3747,53,7,"OWASP Top 10",Standards,"Web security risks list",https://owasp.org/www-project-top-ten/,https://github.com/OWASP/Top10,2003,https://alion.io/jobs/owasp-top-10?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3832,53,7,"PCI DSS",Standards,"Payment card data security standard",https://www.pcisecuritystandards.org/,,2004,https://alion.io/jobs/pci-dss?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3833,53,7,"SOC 2",Standards,"Service org trust criteria report",https://www.aicpa-cima.com/,,2010,https://alion.io/jobs/soc-2?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3834,53,7,GDPR,Standards,"EU data protection regulation",https://gdpr.eu/,,2016,https://alion.io/jobs/gdpr?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3835,53,7,HIPAA,Standards,"US health data privacy law",https://www.hhs.gov/hipaa/,,1996,https://alion.io/jobs/hipaa?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3836,53,7,"NIST 800-53",Standards,"Security controls catalog",https://csrc.nist.gov/pubs/sp/800/53/r5/upd1/final,,2005,https://alion.io/jobs/nist-800-53?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3837,53,7,"NIST 800-171",Standards,"Controlled unclassified info controls",https://csrc.nist.gov/pubs/sp/800/171/r3/final,,2015,https://alion.io/jobs/nist-800-171?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3838,53,7,FedRAMP,Standards,"US cloud security authorization",https://www.fedramp.gov/,,2011,https://alion.io/jobs/fedramp?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3839,53,7,"OWASP ASVS",Standards,"App security verification standard",https://owasp.org/www-project-application-security-verification-standard/,,2008,https://alion.io/jobs/owasp-asvs?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3840,53,7,"OWASP SAMM",Standards,"Software assurance maturity model",https://owasp.org/www-project-samm/,,2009,https://alion.io/jobs/owasp-samm?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3841,53,7,"MITRE D3FEND",Standards,"Defensive countermeasures matrix",https://d3fend.mitre.org/,,2021,https://alion.io/jobs/mitre-d3fend?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3843,53,7,"Cyber Kill Chain",Standards,"Intrusion phases model",https://www.lockheedmartin.com/en-us/capabilities/cyber/cyber-kill-chain.html,,2011,https://alion.io/jobs/cyber-kill-chain?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3844,53,7,"Diamond Model",Standards,"Intrusion analysis model",https://www.activeresponse.org/the-diamond-model/,,2013,https://alion.io/jobs/diamond-model?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3845,53,7,STRIDE,Standards,"Threat categorization model",https://learn.microsoft.com/en-us/azure/security/develop/threat-modeling-tool-threats,,1999,https://alion.io/jobs/stride?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3848,53,7,CVE,Standards,"Common vulnerability identifiers",https://www.cve.org/,,1999,https://alion.io/jobs/cve?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3849,53,7,CWE,Standards,"Weakness type enumeration",https://cwe.mitre.org/,,2006,https://alion.io/jobs/cwe?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3850,53,7,CVSS,Standards,"Vulnerability severity scoring",https://www.first.org/cvss/,,2005,https://alion.io/jobs/cvss?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3851,53,7,EPSS,Standards,"Exploit prediction scoring",https://www.first.org/epss/,,2019,https://alion.io/jobs/epss?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3852,53,7,KEV,Standards,"Known exploited vulnerabilities",https://www.cisa.gov/known-exploited-vulnerabilities-catalog,,2021,https://alion.io/jobs/kev?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3853,53,7,"Zero Trust",Standards,"Never-trust security model",https://www.nist.gov/publications/zero-trust-architecture,,2010,https://alion.io/jobs/zero-trust?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3854,53,7,"Defense in Depth",Standards,"Layered security strategy",https://csrc.nist.gov/glossary/term/defense_in_depth,,2000,https://alion.io/jobs/defense-in-depth?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3855,53,7,"Least Privilege",Standards,"Minimal access principle",https://csrc.nist.gov/glossary/term/least_privilege,,1975,https://alion.io/jobs/least-privilege?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3856,53,7,"Shift-Left Security",Standards,"Early security integration",https://owasp.org/,,2015,https://alion.io/jobs/shift-left-security?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3857,53,7,"Threat Modeling",Standards,"Systematic threat analysis",https://owasp.org/www-community/Threat_Modeling,,1999,https://alion.io/jobs/threat-modeling?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3858,53,7,SBOM,Standards,"Software bill of materials",https://www.cisa.gov/sbom,,2018,https://alion.io/jobs/sbom?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3859,53,7,SLSA,Standards,"Supply chain integrity framework",https://slsa.dev/,,2021,https://alion.io/jobs/slsa?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3860,53,7,STIX,Standards,"Threat intel data format",https://oasis-open.github.io/cti-documentation/,,2012,https://alion.io/jobs/stix?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3861,53,7,TAXII,Standards,"Threat intel transport protocol",https://oasis-open.github.io/cti-documentation/,,2012,https://alion.io/jobs/taxii?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
5075,53,7,OWASP,Standards,,,,,
8,0,8,Web3,,,,,,https://alion.io/jobs/web3?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
60,8,8,Wallets,Web3,"Wallets and compliance",,,,https://alion.io/jobs/wallets?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
59,8,8,Scaling,Web3,"Layer 2 and scaling",,,,https://alion.io/jobs/scaling?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
58,8,8,Infra,Web3,"Web3 infrastructure",,,,https://alion.io/jobs/infra?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
57,8,8,Dev,Web3,"Web3 development",,,,https://alion.io/jobs/dev?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
56,8,8,DeFi,Web3,"Decentralised finance",,,,https://alion.io/jobs/defi?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
55,8,8,Concepts,Web3,"Web3 concepts",,,,https://alion.io/jobs/concepts?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
54,8,8,Chains,Web3,Blockchains,,,,https://alion.io/jobs/chains?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
256,54,8,Stellar,Chains,"Payment network protocol",https://stellar.org/,https://github.com/stellar,2014,https://alion.io/jobs/stellar?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
261,54,8,TON,Chains,"Multi-blockchain network",https://ton.org/,https://github.com/ton-blockchain,2021,https://alion.io/jobs/ton?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
265,54,8,Tron,Chains,"High-throughput content platform",https://tron.network/,https://github.com/tronprotocol,2013,https://alion.io/jobs/tron?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
273,54,8,Tezos,Chains,"Self-amending blockchain",https://tezos.com/,https://github.com/tezos,2018,
276,54,8,Algorand,Chains,"Fast PPoS blockchain",https://algorand.foundation/,https://github.com/algorand,2019,
277,54,8,Polkadot,Chains,"Multi-chain interoperability framework",https://polkadot.network/,https://github.com/paritytech,2020,https://alion.io/jobs/polkadot?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
281,54,8,"BNB Smart Chain",Chains,"EVM-compatible L1 blockchain",https://www.bnbchain.org/,https://github.com/bnb-chain,2020,
283,54,8,Injective,Chains,"DeFi interoperable L1",https://injective.com/,https://github.com/injectivelabs,2021,
288,54,8,Solana,Chains,"High-performance monolithic L1",https://solana.com/,https://github.com/solana-labs,2020,https://alion.io/jobs/solana?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
292,54,8,Avalanche,Chains,"Interoperable smart contract platform",https://www.avax.network/,https://github.com/ava-labs,2020,https://alion.io/jobs/avalanche?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
293,54,8,Kaia,Chains,"Layer 1 blockchain network",https://www.kaia.io/,https://github.com/kaiachain,2024,
296,54,8,Sei,Chains,"Trading-focused L1 blockchain",https://www.sei.io/,https://github.com/sei-protocol,2023,
299,54,8,NEAR,Chains,"Developer-friendly sharded L1",https://near.org/,https://github.com/near,2020,
300,54,8,Hedera,Chains,"Enterprise hashgraph network",https://hedera.com/,https://github.com/hashgraph,2019,
301,54,8,Moonbeam,Chains,"Polkadot smart contract parachain",https://moonbeam.network/,https://github.com/moonbeam-foundation,2022,
303,54,8,"XRP Ledger",Chains,"Digital payment ledger",https://xrpl.org/,https://github.com/xrplf,2012,https://alion.io/jobs/xrp-ledger?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
306,54,8,Fantom,Chains,"Directed acyclic graph L1",https://fantom.foundation/,https://github.com/fantom-foundation,2019,
308,54,8,Aptos,Chains,"Move-based L1 blockchain",https://aptosfoundation.org/,https://github.com/aptos-labs,2022,https://alion.io/jobs/aptos?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
310,54,8,Ronin,Chains,"Gaming blockchain network",https://roninchain.com/,https://github.com/ronin-chain,2021,
312,54,8,ZetaChain,Chains,"Smart contract platform",https://www.zetachain.com/,https://github.com/zeta-chain,2023,
315,54,8,"Core Blockchain",Chains,"BTC-secured EVM L1",https://coredao.org/,https://github.com/coredao-org,2023,https://alion.io/jobs/core-blockchain?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
338,54,8,Cardano,Chains,"Academic-led PoS blockchain",https://cardano.org/,https://github.com/cardano-foundation,2017,https://alion.io/jobs/cardano?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
348,54,8,Bitcoin,Chains,"Peer-to-peer digital cash",https://bitcoin.org/,https://github.com/bitcoin,2009,https://alion.io/jobs/bitcoin?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
552,54,8,Cosmos,Chains,"Interoperable blockchain network",https://cosmos.network/,https://github.com/cosmos,2019,https://alion.io/jobs/cosmos?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
851,54,8,Monero,Chains,"Privacy-focused digital currency",https://www.getmonero.org/,https://github.com/monero-project,2021,
853,54,8,Ethereum,Chains,"Smart contract platform",https://ethereum.org/,https://github.com/ethereum,2015,https://alion.io/jobs/ethereum?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1558,54,8,Corda,Chains,"Enterprise blockchain for business",https://www.corda.net/,https://github.com/corda,2016,https://alion.io/jobs/corda?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1744,54,8,"Hyperledger Fabric",Chains,"Enterprise blockchain platform",https://www.hyperledger.org/projects/fabric,https://github.com/hyperledger/fabric,2017,https://alion.io/jobs/hyperledger-fabric?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3033,54,8,Sui,Chains,"Object-centric Move L1",https://sui.io/,https://github.com/mystenlabs,2023,
3035,54,8,Celestia,Chains,"Modular data availability network",https://celestia.org/,https://github.com/celestiaorg,2023,
3036,54,8,Stacks,Chains,"Bitcoin smart contract layer",https://www.stacks.co/,https://github.com/stacks-network,2021,
3449,54,8,Berachain,Chains,"Proof-of-Liquidity L1",https://www.berachain.com/,https://github.com/berachain,2025,
3450,54,8,Monad,Chains,"High-performance EVM L1",https://www.monad.xyz/,https://github.com/monad-crypto,2024,
3451,54,8,Fuel,Chains,"Modular execution layer",https://fuel.network/,https://github.com/FuelLabs,2024,
3457,54,8,"Internet Computer",Chains,"Decentralized cloud L1",https://internetcomputer.org/,https://github.com/dfinity,2021,
3458,54,8,Flow,Chains,"NFT-focused L1",https://flow.com/,https://github.com/onflow,2021,
3459,54,8,Cronos,Chains,"Crypto.com EVM chain",https://cronos.org/,https://github.com/crypto-org-chain,2021,
3460,54,8,Mina,Chains,"Succinct blockchain",https://minaprotocol.com/,https://github.com/MinaProtocol,2021,
3461,54,8,Aleo,Chains,"Zero-knowledge privacy L1",https://aleo.org/,https://github.com/AleoNet,2024,
3462,54,8,Litecoin,Chains,"Bitcoin-derived payment chain",https://litecoin.org/,https://github.com/litecoin-project/litecoin,2011,
769,55,8,"Layer 2",Concepts,"Scaling layer atop a base chain",https://ethereum.org/en/layer-2/,,2016,https://alion.io/jobs/layer-2?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
770,55,8,"Smart Contracts",Concepts,"Self-executing on-chain code",https://en.wikipedia.org/wiki/Smart_contract,,1994,https://alion.io/jobs/smart-contracts?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1543,55,8,Zk-Proofs,Concepts,"Zero-knowledge proof systems",https://en.wikipedia.org/wiki/Zero-knowledge_proof,,1985,
1740,55,8,Zk-SNARKs,Concepts,"Privacy-enhancing technology",https://en.wikipedia.org/wiki/Non-interactive_zero-knowledge_proof,,2012,https://alion.io/jobs/zk-snarks?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1741,55,8,Zk-STARKs,Concepts,"Scalable proof system",https://starkware.co/stark/,,2018,
3424,55,8,DeFi,Concepts,"Decentralized finance",https://en.wikipedia.org/wiki/Decentralized_finance,,2018,https://alion.io/jobs/defi?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3425,55,8,NFT,Concepts,"Non-fungible token",https://en.wikipedia.org/wiki/Non-fungible_token,,2014,https://alion.io/jobs/nft?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3426,55,8,DAO,Concepts,"Decentralized autonomous organization",https://en.wikipedia.org/wiki/Decentralized_autonomous_organization,,2016,
3428,55,8,Staking,Concepts,"Locking tokens for rewards",https://ethereum.org/en/staking/,,2012,https://alion.io/jobs/staking?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3429,55,8,"Liquid Staking",Concepts,"Tradable staked-asset derivatives",https://ethereum.org/en/staking/pools/,,2020,https://alion.io/jobs/liquid-staking?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3431,55,8,Rollup,Concepts,"Batch-and-prove scaling technique",https://ethereum.org/en/developers/docs/scaling/,,2019,https://alion.io/jobs/rollup?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3432,55,8,Bridge,Concepts,"Cross-chain asset transfer",https://ethereum.org/en/developers/docs/bridges/,,2020,
3433,55,8,Oracle,Concepts,"Off-chain data feed for contracts",https://en.wikipedia.org/wiki/Blockchain_oracle,,2017,https://alion.io/jobs/oracle?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3434,55,8,"Account Abstraction",Concepts,"Programmable smart-contract wallets",https://ethereum.org/en/roadmap/account-abstraction/,,2021,https://alion.io/jobs/account-abstraction?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3435,55,8,"Token Standards",Concepts,"ERC-20/721/1155 specifications",https://ethereum.org/en/developers/docs/standards/tokens/,,2015,https://alion.io/jobs/token-standards?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3436,55,8,MEV,Concepts,"Maximal extractable value",https://ethereum.org/en/developers/docs/mev/,,2019,https://alion.io/jobs/mev?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3438,55,8,Tokenomics,Concepts,"Crypto token economic design",https://en.wikipedia.org/wiki/Tokenomics,,2017,https://alion.io/jobs/tokenomics?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3439,55,8,Consensus,Concepts,"Agreement mechanism (PoW/PoS)",https://en.wikipedia.org/wiki/Consensus_(computer_science),,2008,https://alion.io/jobs/consensus?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3440,55,8,"Modular Blockchain",Concepts,"Separated execution/DA/consensus layers",,,2021,
665,56,8,Aave,DeFi,"DeFi lending protocol",https://aave.com/,https://github.com/aave,2017,https://alion.io/jobs/aave?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
752,56,8,EigenLayer,DeFi,"Ethereum restaking protocol",https://www.eigenlayer.xyz/,https://github.com/layr-labs,2023,
754,56,8,Lido,DeFi,"Liquid staking protocol",https://lido.fi/,https://github.com/lidofinance,2020,
758,56,8,Uniswap,DeFi,"Decentralized exchange protocol",https://uniswap.org/,https://github.com/uniswap,2018,https://alion.io/jobs/uniswap?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1742,56,8,"Tornado Cash",DeFi,"Privacy-preserving protocol",https://tornado.cash,https://github.com/tornadocash,2019,
3034,56,8,Compound,DeFi,"Algorithmic money market",https://compound.finance/,https://github.com/compound-finance,2018,
3466,56,8,Curve,DeFi,"Stablecoin DEX",https://curve.fi/,https://github.com/curvefi,2020,
3467,56,8,MakerDAO,DeFi,"DAI stablecoin protocol",https://makerdao.com/,https://github.com/makerdao,2017,
3468,56,8,dYdX,DeFi,"Decentralized derivatives exchange",https://dydx.exchange/,https://github.com/dydxprotocol,2019,
3469,56,8,GMX,DeFi,"Perpetual DEX",https://gmx.io/,https://github.com/gmx-io,2021,
3470,56,8,Morpho,DeFi,"Lending optimization protocol",https://morpho.org/,https://github.com/morpho-org,2022,https://alion.io/jobs/morpho?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3471,56,8,Pendle,DeFi,"Yield tokenization protocol",https://www.pendle.finance/,https://github.com/pendle-finance,2021,
3472,56,8,Synthetix,DeFi,"Synthetic assets protocol",https://synthetix.io/,https://github.com/Synthetixio,2018,
3473,56,8,Balancer,DeFi,"Programmable AMM",https://balancer.fi/,https://github.com/balancer,2020,
3474,56,8,Ethena,DeFi,"Synthetic dollar protocol",https://ethena.fi/,https://github.com/ethena-labs,2024,
3475,56,8,Jupiter,DeFi,"Solana DEX aggregator",https://jup.ag/,https://github.com/jup-ag,2021,
3476,56,8,Raydium,DeFi,"Solana AMM and DEX",https://raydium.io/,https://github.com/raydium-io,2021,
3477,56,8,Aerodrome,DeFi,"Base liquidity hub",https://aerodrome.finance/,https://github.com/aerodrome-finance,2023,
3478,56,8,Frax,DeFi,"Fractional stablecoin protocol",https://frax.finance/,https://github.com/FraxFinance,2020,
3479,56,8,"Rocket Pool",DeFi,"Decentralized ETH staking",https://rocketpool.net/,https://github.com/rocket-pool,2021,
3480,56,8,Jito,DeFi,"Solana liquid staking and MEV",https://www.jito.network/,https://github.com/jito-foundation,2022,
3481,56,8,EtherFi,DeFi,"Liquid restaking protocol",https://www.ether.fi/,https://github.com/etherfi-protocol,2023,
3482,56,8,Renzo,DeFi,"EigenLayer restaking protocol",https://www.renzoprotocol.com/,https://github.com/Renzo-Protocol,2023,
3483,56,8,ENS,DeFi,"Ethereum naming service",https://ens.domains/,https://github.com/ensdomains,2017,
3484,56,8,"Lens Protocol",DeFi,"Decentralized social graph",https://www.lens.xyz/,https://github.com/lens-protocol,2022,
3485,56,8,Farcaster,DeFi,"Decentralized social network",https://www.farcaster.xyz/,https://github.com/farcasterxyz,2021,
3486,56,8,Snapshot,DeFi,"Off-chain DAO voting",https://snapshot.org/,https://github.com/snapshot-labs,2020,
3487,56,8,Aragon,DeFi,"DAO creation framework",https://www.aragon.org/,https://github.com/aragon,2017,
230,57,8,Foundry,Dev,"Ethereum development toolkit",https://getfoundry.sh,https://github.com/foundry-rs/foundry,2021,https://alion.io/jobs/foundry?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
232,57,8,Substrate,Dev,"Blockchain building framework",https://substrate.io,https://github.com/paritytech/polkadot-sdk,2018,https://alion.io/jobs/substrate?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
238,57,8,Viem,Dev,"Ethereum library",https://viem.sh,https://github.com/wevm/viem,2023,https://alion.io/jobs/viem?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
242,57,8,Aderyn,Dev,"Solidity static analyzer",https://www.cyfrin.io/aderyn,https://github.com/cyfrin/aderyn,2018,
264,57,8,Ethers.js,Dev,"Ethereum client library",https://ethers.org,https://github.com/ethers-io/ethers.js,2016,https://alion.io/jobs/ethers-js?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
269,57,8,Anchor,Dev,"Solana framework",https://www.anchor-lang.com,https://github.com/coral-xyz/anchor,2021,https://alion.io/jobs/anchor?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
270,57,8,Tendermint,Dev,"Blockchain consensus engine",https://tendermint.com,https://github.com/cometbft/cometbft,2014,https://alion.io/jobs/tendermint?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
284,57,8,MythX,Dev,"Security analysis platform",https://mythx.io,,2019,
285,57,8,Hardhat,Dev,"Ethereum development environment",https://hardhat.org,https://github.com/nomicfoundation/hardhat,2019,https://alion.io/jobs/hardhat?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
287,57,8,Web3.js,Dev,"Ethereum JavaScript API",https://web3js.org,https://github.com/web3/web3.js,2015,https://alion.io/jobs/web3-js?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
290,57,8,Remix,Dev,"Browser-based Solidity IDE",https://remix.ethereum.org,https://github.com/ethereum/remix-project,2017,https://alion.io/jobs/remix?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
654,57,8,Solhint,Dev,"Solidity linting tool",https://protofire.github.io/solhint,https://github.com/protofire/solhint,2017,
656,57,8,Slither,Dev,"Static analysis framework",https://www.crytic.io/smart-contract-security/slither,https://github.com/crytic/slither,2018,https://alion.io/jobs/slither?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
731,57,8,OpenZeppelin,Dev,"Smart contract library",https://openzeppelin.com,https://github.com/openzeppelin/openzeppelin-contracts,2017,https://alion.io/jobs/openzeppelin?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
734,57,8,"Solidity Coverage",Dev,"Code coverage tool",https://github.com/sc-forks/solidity-coverage,https://github.com/sc-forks/solidity-coverage,2018,
735,57,8,Tenderly,Dev,"Web3 monitoring platform",https://tenderly.co,https://github.com/tenderly,2020,
737,57,8,Apeworx,Dev,"Python Ethereum framework",https://apeworx.io,https://github.com/apeworx/ape,2021,
738,57,8,"PancakeSwap SDK",Dev,"DEX development kit",https://pancakeswap.finance,https://github.com/pancakeswap/pancakeswap-sdk,2021,
767,57,8,"Gnosis Safe",Dev,"Multisig wallet platform",https://safe.global,https://github.com/safe-global/safe-contracts,2018,
1490,57,8,Wagmi,Dev,"React hooks for Web3",https://wagmi.sh,https://github.com/wevm/wagmi,2022,
1491,57,8,"Thirdweb SDK",Dev,"Web3 development platform",https://thirdweb.com,https://github.com/thirdweb-dev/js,2021,
1492,57,8,"Safe Core SDK",Dev,"Account abstraction toolkit",https://safe.global,https://github.com/safe-global/safe-core-sdk,2022,
3524,57,8,Scaffold-ETH,Dev,"Ethereum dApp starter kit",https://scaffoldeth.io/,https://github.com/scaffold-eth/scaffold-eth-2,2021,
3525,57,8,"Cosmos SDK",Dev,"Blockchain application framework",https://docs.cosmos.network/,https://github.com/cosmos/cosmos-sdk,2019,
3526,57,8,CosmWasm,Dev,"WASM smart contracts for Cosmos",https://cosmwasm.com/,https://github.com/CosmWasm/cosmwasm,2020,
3527,57,8,"OP Stack",Dev,"Optimism rollup framework",https://docs.optimism.io/stack/getting-started,https://github.com/ethereum-optimism/optimism,2023,
3528,57,8,"Arbitrum Orbit",Dev,"Arbitrum L2/L3 framework",https://arbitrum.io/orbit,https://github.com/OffchainLabs,2023,
3529,57,8,"Polygon CDK",Dev,"ZK rollup chain development kit",https://polygon.technology/polygon-cdk,https://github.com/0xPolygon,2023,
3530,57,8,solana-web3.js,Dev,"Solana JavaScript SDK",https://solana.com/docs/clients/javascript,https://github.com/solana-labs/solana-web3.js,2020,
3531,57,8,Metaplex,Dev,"Solana NFT standard and tools",https://www.metaplex.com/,https://github.com/metaplex-foundation,2021,
233,58,8,"The Graph",Infra,"Data indexing protocol",https://thegraph.com,https://github.com/graphprotocol,2020,https://alion.io/jobs/the-graph?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
271,58,8,Geth,Infra,"Go Ethereum client",https://geth.ethereum.org,https://github.com/ethereum/go-ethereum,2015,https://alion.io/jobs/geth?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
289,58,8,Alchemy,Infra,"Web3 node infrastructure",https://www.alchemy.com,https://github.com/alchemyplatform,2017,https://alion.io/jobs/alchemy?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
347,58,8,Chainlink,Infra,"Oracle middleware network",https://chain.link/,https://github.com/smartcontractkit,2019,https://alion.io/jobs/chainlink?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
664,58,8,Filecoin,Infra,"Decentralized storage protocol",https://filecoin.io/,https://github.com/filecoin-project,2020,
736,58,8,"Chainlink Contracts",Infra,"Oracle smart contracts",https://chain.link,https://github.com/smartcontractkit/chainlink,2019,
768,58,8,"Chainlink Oracles",Infra,"Decentralized oracle network",https://chain.link,https://github.com/smartcontractkit/chainlink,2019,
1541,58,8,IPFS,Infra,"Decentralized storage protocol",https://ipfs.tech,https://github.com/ipfs/ipfs,2015,https://alion.io/jobs/ipfs?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1557,58,8,Arweave,Infra,"Permanent storage protocol",https://www.arweave.org,https://github.com/arweavepcc/arweave,2018,
1743,58,8,Libp2p,Infra,"Modular networking stack",https://libp2p.io,https://github.com/libp2p/libp2p,2017,https://alion.io/jobs/libp2p?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3499,58,8,Biconomy,Infra,"Account abstraction SDK",https://www.biconomy.io/,https://github.com/bcnmy,2019,
3500,58,8,ZeroDev,Infra,"Smart account SDK",https://zerodev.app/,https://github.com/zerodevapp,2021,
3501,58,8,Pimlico,Infra,"Account abstraction infrastructure",https://www.pimlico.io/,https://github.com/pimlicolabs,2023,
3502,58,8,QuickNode,Infra,"Blockchain RPC provider",https://www.quicknode.com/,https://github.com/quiknode-labs,2017,
3503,58,8,Helius,Infra,"Solana RPC and APIs",https://www.helius.dev/,https://github.com/helius-labs,2022,
3504,58,8,Ankr,Infra,"Decentralized RPC infrastructure",https://www.ankr.com/,https://github.com/Ankr-network,2019,
3505,58,8,dRPC,Infra,"Decentralized RPC network",https://drpc.org/,https://github.com/p2p-org,2023,
3507,58,8,Subsquid,Infra,"Decentralized data indexer",https://www.sqd.ai/,https://github.com/subsquid,2021,
3509,58,8,Covalent,Infra,"Unified blockchain data API",https://www.covalenthq.com/,https://github.com/covalenthq,2020,
3514,58,8,Pinata,Infra,"IPFS pinning service",https://www.pinata.cloud/,https://github.com/PinataCloud,2018,
3516,58,8,Ceramic,Infra,"Decentralized data network",https://ceramic.network/,https://github.com/ceramicnetwork,2020,
3517,58,8,Storj,Infra,"Decentralized cloud storage",https://www.storj.io/,https://github.com/storj,2018,
3518,58,8,Helia,Infra,"JS IPFS implementation",https://helia.io/,https://github.com/ipfs/helia,2023,
3519,58,8,LayerZero,Infra,"Omnichain messaging protocol",https://layerzero.network/,https://github.com/LayerZero-Labs,2022,
3520,58,8,Wormhole,Infra,"Cross-chain messaging protocol",https://wormhole.com/,https://github.com/wormhole-foundation,2021,
3521,58,8,Axelar,Infra,"Cross-chain interoperability network",https://www.axelar.network/,https://github.com/axelarnetwork,2022,
3522,58,8,Hyperlane,Infra,"Permissionless interoperability layer",https://hyperlane.xyz/,https://github.com/hyperlane-xyz,2022,
3523,58,8,"Chainlink CCIP",Infra,"Cross-chain interoperability protocol",https://chain.link/cross-chain,https://github.com/smartcontractkit,2023,
3532,58,8,Pyth,Infra,"Low-latency price oracle",https://www.pyth.network/,https://github.com/pyth-network,2021,
3533,58,8,API3,Infra,"First-party data oracle",https://api3.org/,https://github.com/api3dao,2020,
3534,58,8,RedStone,Infra,"Modular data oracle",https://www.redstone.finance/,https://github.com/redstone-finance,2021,
3535,58,8,UMA,Infra,"Optimistic oracle protocol",https://uma.xyz/,https://github.com/UMAprotocol,2020,
263,59,8,Polygon,Scaling,"Ethereum scaling infrastructure",https://polygon.technology/,https://github.com/0xpolygon,2019,https://alion.io/jobs/polygon?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
291,59,8,Blast,Scaling,"L2 with native yield",https://blast.io/,https://github.com/blast-io,2024,
294,59,8,Optimism,Scaling,"OP Stack L2 network",https://www.optimism.io/,https://github.com/ethereum-optimism,2021,https://alion.io/jobs/optimism?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
295,59,8,Arbitrum,Scaling,"Leading Ethereum L2",https://arbitrum.io/,https://github.com/offchainlabs,2021,https://alion.io/jobs/arbitrum?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
297,59,8,Abstract,Scaling,"ZK-rollup scaling solution",https://www.abs.xyz/,https://github.com/abstract-chain,2025,https://alion.io/jobs/abstract?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
298,59,8,"Mantle Network",Scaling,"Modular Ethereum L2",https://www.mantle.xyz/,https://github.com/mantlenetwork,2023,
302,59,8,Base,Scaling,"Coinbase L2 network",https://base.org/,https://github.com/base-org,2023,
304,59,8,"Immutable X",Scaling,"L2 for NFT gaming",https://www.immutable.com/,https://github.com/immutable,2021,
307,59,8,Linea,Scaling,"ZK-EVM Layer 2 network",https://linea.build/,https://github.com/consensys/linea,2023,
313,59,8,Soneium,Scaling,"Sony Group L2 network",https://soneium.org/,https://github.com/soneium,2024,
314,59,8,Unichain,Scaling,"DeFi-optimized L2 network",https://unichain.org/,https://github.com/unichain-xyz,2024,
756,59,8,Starknet,Scaling,"ZK-rollup Layer 2",https://www.starknet.io/,https://github.com/starkware-libs,2021,
761,59,8,"ZkSync Era",Scaling,"ZK-rollup scaling solution",https://zksync.io/,https://github.com/matter-labs,2023,https://alion.io/jobs/zksync-era?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3442,59,8,Scroll,Scaling,"zkEVM Layer 2",https://scroll.io/,https://github.com/scroll-tech,2023,
3443,59,8,"Polygon zkEVM",Scaling,"Polygon ZK-rollup",https://polygon.technology/polygon-zkevm,https://github.com/0xPolygonHermez,2023,
3444,59,8,Taiko,Scaling,"Based ZK-rollup",https://taiko.xyz/,https://github.com/taikoxyz,2024,
3445,59,8,Metis,Scaling,"Optimistic rollup Layer 2",https://www.metis.io/,https://github.com/MetisProtocol,2021,
3446,59,8,"Manta Network",Scaling,"Modular ZK Layer 2",https://manta.network/,https://github.com/Manta-Network,2023,
3447,59,8,Mode,Scaling,"Optimistic L2 on OP Stack",https://www.mode.network/,https://github.com/mode-network,2024,
3448,59,8,opBNB,Scaling,"BNB Chain Layer 2",https://opbnb.bnbchain.org/,https://github.com/bnb-chain,2023,
3454,59,8,AltLayer,Scaling,Rollup-as-a-service,https://altlayer.io/,https://github.com/alt-research,2023,
3455,59,8,Dymension,Scaling,"Modular RollApp settlement",https://dymension.xyz/,https://github.com/dymensionxyz,2024,
3456,59,8,EigenDA,Scaling,"Data availability service",https://www.eigenda.xyz/,https://github.com/Layr-Labs/eigenda,2023,
764,60,8,MetaMask,Wallets,"Ethereum browser wallet",https://metamask.io/,https://github.com/MetaMask,2016,https://alion.io/jobs/metamask?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1746,60,8,Reown,Wallets,"Wallet connection SDK (ex-WalletConnect)",https://reown.com/,https://github.com/walletconnect,2018,https://alion.io/jobs/reown?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3489,60,8,Phantom,Wallets,"Multichain crypto wallet",https://phantom.app/,https://github.com/phantom,2021,
3490,60,8,"Coinbase Wallet",Wallets,"Self-custodial Coinbase wallet",https://www.coinbase.com/wallet,https://github.com/coinbase,2017,
3491,60,8,"Trust Wallet",Wallets,"Multichain mobile wallet",https://trustwallet.com/,https://github.com/trustwallet,2017,
3492,60,8,Rabby,Wallets,"DeFi-focused EVM wallet",https://rabby.io/,https://github.com/RabbyHub,2021,
3493,60,8,Ledger,Wallets,"Hardware wallet",https://www.ledger.com/,https://github.com/LedgerHQ,2014,
3494,60,8,Trezor,Wallets,"Hardware wallet",https://trezor.io/,https://github.com/trezor,2014,
3495,60,8,Privy,Wallets,"Embedded wallet platform",https://www.privy.io/,https://github.com/privy-io,2022,
3496,60,8,Dynamic,Wallets,"Wallet onboarding SDK",https://www.dynamic.xyz/,https://github.com/dynamic-labs,2022,
3497,60,8,Web3Auth,Wallets,"Key management auth SDK",https://web3auth.io/,https://github.com/Web3Auth,2020,
3498,60,8,Magic,Wallets,"Embedded wallet SDK",https://magic.link/,https://github.com/magiclabs,2020,
3510,60,8,Nansen,Wallets,"On-chain analytics platform",https://www.nansen.ai/,,2020,
3512,60,8,Chainalysis,Wallets,"Blockchain compliance analytics",https://www.chainalysis.com/,,2014,https://alion.io/jobs/chainalysis?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3513,60,8,"TRM Labs",Wallets,"Crypto compliance and risk",https://www.trmlabs.com/,,2018,https://alion.io/jobs/trm-labs?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
9,0,9,"Game Dev",,,,,,https://alion.io/jobs/game-dev?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
65,9,9,Services,"Game Dev","Game services and XR",,,,https://alion.io/jobs/services?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
64,9,9,Physics,"Game Dev","Physics and AI",,,,https://alion.io/jobs/physics?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
63,9,9,Graphics,"Game Dev","Graphics programming",,,,https://alion.io/jobs/graphics?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
62,9,9,Engines,"Game Dev","Game engines",,,,https://alion.io/jobs/engines?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
61,9,9,Content,"Game Dev","Game content pipeline",,,,https://alion.io/jobs/content?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1733,61,9,Houdini,Content,"Procedural 3D software",https://www.sidefx.com/,,1996,https://alion.io/jobs/houdini?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1734,61,9,Cesium,Content,"Geospatial 3D platform",https://cesium.com/,https://github.com/cesiumgs/cesium,2012,https://alion.io/jobs/cesium?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1735,61,9,"Quixel Megascans",Content,"3D asset library",https://quixel.com/,,2016,https://alion.io/jobs/quixel-megascans?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3014,61,9,"Audiokinetic Wwise",Content,"Interactive audio solution",https://www.audiokinetic.com/,,2006,https://alion.io/jobs/audiokinetic-wwise?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3015,61,9,"FMOD Studio",Content,"Audio content creation",https://www.fmod.com/,,2011,https://alion.io/jobs/fmod-studio?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3692,61,9,OpenAL,Content,"Cross-platform audio API",https://www.openal.org/,https://github.com/kcat/openal-soft,2000,
3693,61,9,"Steam Audio",Content,"Spatial audio SDK",https://valvesoftware.github.io/steam-audio/,https://github.com/ValveSoftware/steam-audio,2017,
3695,61,9,Spine,Content,"2D skeletal animation",http://esotericsoftware.com/,https://github.com/EsotericSoftware/spine-runtimes,2013,https://alion.io/jobs/spine?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3696,61,9,SpeedTree,Content,"Procedural vegetation tool",https://store.speedtree.com/,,2002,
3698,61,9,DOTween,Content,"Unity tweening library",http://dotween.demigiant.com/,https://github.com/Demigiant/dotween,2014,
3699,61,9,"Substance 3D Designer",Content,"Material authoring tool",https://www.adobe.com/products/substance3d-designer.html,,2010,https://alion.io/jobs/substance-3d-designer?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4025,61,9,"CRI ADX2",Content,"Game audio middleware",https://www.criware.com/en/products/adx2.html,,2011,
4029,61,9,PortAudio,Content,"Cross-platform audio I/O",https://www.portaudio.com/,https://github.com/PortAudio/portaudio,1999,
4031,61,9,miniaudio,Content,"Single-file audio library",https://miniaud.io/,https://github.com/mackron/miniaudio,2017,
4035,61,9,"Pure Data",Content,"Visual audio programming",https://puredata.info/,https://github.com/libpd/libpd,1996,https://alion.io/jobs/pure-data?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4050,61,9,Tiled,Content,"2D tilemap editor",https://www.mapeditor.org/,https://github.com/mapeditor/tiled,2008,
4051,61,9,LDtk,Content,"Modern 2D level editor",https://ldtk.io/,https://github.com/deepnight/ldtk,2020,
4052,61,9,Aseprite,Content,"Pixel-art editor and animation",https://www.aseprite.org/,https://github.com/aseprite/aseprite,2016,
4053,61,9,TexturePacker,Content,"Sprite sheet packer",https://www.codeandweb.com/texturepacker,,2010,
4056,61,9,"Live2D Cubism",Content,"2D model animation",https://www.live2d.com/en/,,2011,
4057,61,9,Mixamo,Content,"Auto-rigging and animation",https://www.mixamo.com/,,2008,
4060,61,9,Cascadeur,Content,"AI-assisted 3D animation",https://cascadeur.com/,,2019,
4061,61,9,"Marmoset Toolbag",Content,"Real-time rendering and baking",https://marmoset.co/toolbag/,,2010,https://alion.io/jobs/marmoset-toolbag?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4064,61,9,Draco,Content,"3D geometry compression",https://google.github.io/draco/,https://github.com/google/draco,2017,
4065,61,9,"Basis Universal",Content,"GPU texture compression",https://github.com/BinomialLLC/basis_universal,https://github.com/BinomialLLC/basis_universal,2019,
4066,61,9,KTX,Content,"GPU texture container",https://www.khronos.org/ktx/,https://github.com/KhronosGroup/KTX-Software,2013,
512,62,9,Godot,Engines,"Open-source game engine",https://godotengine.org/,https://github.com/godotengine/godot,2014,https://alion.io/jobs/godot?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
513,62,9,Defold,Engines,"2D game engine",https://defold.com/,https://github.com/defold/defold,2016,
515,62,9,SpriteKit,Engines,"Apple game framework",https://developer.apple.com/spritekit/,,2013,
703,62,9,Bevy,Engines,"Rust game engine",https://bevyengine.org/,https://github.com/bevyengine/bevy,2020,
861,62,9,Unity,Engines,"Cross-platform game engine",https://unity.com/,,2005,https://alion.io/jobs/unity?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
897,62,9,"Unreal Engine",Engines,"High-end game engine",https://www.unrealengine.com/,https://github.com/epicgames/unrealengine,1998,https://alion.io/jobs/unreal-engine?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1168,62,9,Phaser,Engines,"HTML5 game framework",https://phaser.io/,https://github.com/phaserjs/phaser,2013,https://alion.io/jobs/phaser?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1169,62,9,MonoGame,Engines,"C# game framework",https://monogame.net/,https://github.com/monogame/monogame,2009,
1170,62,9,libGDX,Engines,"Java game framework",https://libgdx.com/,https://github.com/libgdx/libgdx,2010,
1171,62,9,PyGame,Engines,"Python game library",https://www.pygame.org/,https://github.com/pygame/pygame,2000,
1173,62,9,PlayCanvas,Engines,"WebGL game engine",https://playcanvas.com/,https://github.com/playcanvas/engine,2014,https://alion.io/jobs/playcanvas?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1477,62,9,O3DE,Engines,"Open-source 3D engine",https://o3de.org/,https://github.com/o3de/o3de,2021,
1480,62,9,"Cocos Creator",Engines,"Cross-platform game engine",https://www.cocos.com/en/creator,https://github.com/cocos/cocos-engine,2016,https://alion.io/jobs/cocos-creator?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1603,62,9,"Construct 3",Engines,"No-code game engine",https://www.construct.net/,,2017,
1604,62,9,GameMaker,Engines,"2D game engine",https://gamemaker.io/,,1999,
1739,62,9,Cocos2d-x,Engines,"C++ game framework",https://www.cocos.com/en/cocos2dx,https://github.com/cocos2d/cocos2d-x,2010,https://alion.io/jobs/cocos2d-x?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3010,62,9,"Roblox Luau",Engines,"Roblox scripting language",https://luau-lang.org/,https://github.com/roblox/luau,2019,
3678,62,9,CryEngine,Engines,"AAA game engine",https://www.cryengine.com/,https://github.com/CRYTEK/CRYENGINE,2002,https://alion.io/jobs/cryengine?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3680,62,9,"Flax Engine",Engines,"C# game engine",https://flaxengine.com/,https://github.com/FlaxEngine/FlaxEngine,2017,
3681,62,9,"Source 2",Engines,"Valve game engine",https://developer.valvesoftware.com/wiki/Source_2,,2015,
3682,62,9,raylib,Engines,"Simple game library",https://www.raylib.com/,https://github.com/raysan5/raylib,2013,
3683,62,9,Ren'Py,Engines,"Visual novel engine",https://www.renpy.org/,https://github.com/renpy/renpy,2004,
3684,62,9,"RPG Maker",Engines,"RPG creation engine",https://www.rpgmakerweb.com/,,1992,
4104,62,9,Flecs,Engines,"Fast ECS library",https://www.flecs.dev/,https://github.com/SanderMertens/flecs,2019,
4105,62,9,EnTT,Engines,"Header-only ECS library",https://github.com/skypjack/entt,https://github.com/skypjack/entt,2017,
1736,63,9,"Vulkan SDK",Graphics,"Graphics API toolkit",https://vulkan.lunarg.com/,https://github.com/khronosgroup/vulkan-sdk,2016,
1738,63,9,"Dear ImGui",Graphics,"C++ UI library",https://github.com/ocornut/imgui,https://github.com/ocornut/imgui,2014,
3016,63,9,"DirectX 12",Graphics,"Windows graphics API",https://learn.microsoft.com/en-us/windows/win32/directx12/directx-12-programming-guide,,2015,https://alion.io/jobs/directx-12?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3686,63,9,MoltenVK,Graphics,"Vulkan on Metal",https://github.com/KhronosGroup/MoltenVK,https://github.com/KhronosGroup/MoltenVK,2018,
3687,63,9,"Shader Graph",Graphics,"Visual shader editor",https://unity.com/features/shader-graph,,2018,https://alion.io/jobs/shader-graph?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3688,63,9,bgfx,Graphics,"Cross-platform rendering library",https://bkaradzic.github.io/bgfx/,https://github.com/bkaradzic/bgfx,2012,
4001,63,9,sokol,Graphics,"Minimal cross-platform libraries",https://github.com/floooh/sokol,https://github.com/floooh/sokol,2017,
4003,63,9,HLSL,Graphics,"High-level shading language",https://learn.microsoft.com/en-us/windows/win32/direct3dhlsl/dx-graphics-hlsl,,2002,https://alion.io/jobs/hlsl?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4004,63,9,GLSL,Graphics,"OpenGL shading language",https://www.khronos.org/opengl/wiki/Core_Language_(GLSL),,2004,https://alion.io/jobs/glsl?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4005,63,9,WGSL,Graphics,"WebGPU shading language",https://www.w3.org/TR/WGSL/,,2021,
4006,63,9,ShaderLab,Graphics,"Unity shader language",https://docs.unity3d.com/Manual/SL-Reference.html,,2005,
4007,63,9,Slang,Graphics,"Shader programming language",https://shader-slang.com/,https://github.com/shader-slang/slang,2017,
4008,63,9,SPIR-V,Graphics,"Shader intermediate representation",https://www.khronos.org/spir/,,2015,https://alion.io/jobs/spir-v?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4009,63,9,glslang,Graphics,"GLSL/HLSL reference compiler",https://github.com/KhronosGroup/glslang,https://github.com/KhronosGroup/glslang,2014,
4010,63,9,DXC,Graphics,"DirectX shader compiler",https://github.com/microsoft/DirectXShaderCompiler,https://github.com/microsoft/DirectXShaderCompiler,2017,
4011,63,9,RenderDoc,Graphics,"Frame-capture graphics debugger",https://renderdoc.org/,https://github.com/baldurk/renderdoc,2014,https://alion.io/jobs/renderdoc?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4012,63,9,"NVIDIA Nsight Graphics",Graphics,"GPU graphics debugger/profiler",https://developer.nvidia.com/nsight-graphics,,2018,
4013,63,9,PIX,Graphics,"Windows GPU profiler",https://devblogs.microsoft.com/pix/,,2016,https://alion.io/jobs/pix?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4017,63,9,"NVIDIA OptiX",Graphics,"GPU ray tracing engine",https://developer.nvidia.com/rtx/ray-tracing/optix,,2009,
4018,63,9,"Intel Embree",Graphics,"CPU ray tracing kernels",https://www.embree.org/,https://github.com/embree/embree,2011,
4020,63,9,"AMD FidelityFX",Graphics,"Open-source rendering effects",https://gpuopen.com/fidelityfx/,https://github.com/GPUOpen-LibrariesAndSDKs/FidelityFX-SDK,2019,
4021,63,9,"DLSS SDK",Graphics,"AI upscaling SDK",https://developer.nvidia.com/rtx/dlss,https://github.com/NVIDIA/DLSS,2018,
4022,63,9,"Unreal Niagara",Graphics,"UE visual effects system",https://docs.unrealengine.com/niagara/,,2018,https://alion.io/jobs/unreal-niagara?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4023,63,9,Lumen,Graphics,"UE global illumination",https://docs.unrealengine.com/lumen-global-illumination-and-reflections-in-unreal-engine/,,2021,https://alion.io/jobs/lumen?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4024,63,9,Nanite,Graphics,"UE virtualized geometry",https://docs.unrealengine.com/nanite-virtualized-geometry-in-unreal-engine/,,2021,https://alion.io/jobs/nanite?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1729,64,9,"NVIDIA PhysX",Physics,"Physics simulation SDK",https://developer.nvidia.com/physx-sdk,https://github.com/nvidiagameworks/physx,2004,https://alion.io/jobs/nvidia-physx?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1730,64,9,"Havok Physics",Physics,"Physics simulation engine",https://www.havok.com/,,2000,
1731,64,9,"Bullet Physics",Physics,"Physics simulation engine",https://pybullet.org/,https://github.com/bulletphysics/bullet3,2006,
1732,64,9,"Recast & Detour",Physics,"Navigation mesh toolkit",https://recastnav.com/,https://github.com/recastnavigation/recastnavigation,2009,
3689,64,9,Box2D,Physics,"2D physics engine",https://box2d.org/,https://github.com/erincatto/box2d,2007,
3690,64,9,"Jolt Physics",Physics,"3D physics engine",https://github.com/jrouwe/JoltPhysics,https://github.com/jrouwe/JoltPhysics,2021,
3691,64,9,"Chaos Physics",Physics,"Unreal physics system",https://dev.epicgames.com/documentation/en-us/unreal-engine/physics-in-unreal-engine,,2020,
4037,64,9,Rapier,Physics,"Rust physics engine",https://rapier.rs/,https://github.com/dimforge/rapier,2020,
4038,64,9,Cannon.js,Physics,"JS 3D physics engine",https://schteppe.github.io/cannon.js/,https://github.com/pmndrs/cannon-es,2012,
4039,64,9,Ammo.js,Physics,"Bullet physics port to JS",https://github.com/kripken/ammo.js,https://github.com/kripken/ammo.js,2013,
4040,64,9,Matter.js,Physics,"2D web physics engine",https://brm.io/matter-js/,https://github.com/liabru/matter-js,2014,
4045,64,9,NavMesh,Physics,"Navigation mesh concept",https://docs.unity3d.com/Manual/nav-NavigationSystem.html,,2000,
4047,64,9,"Detour Crowd",Physics,"Crowd navigation library",https://github.com/recastnavigation/recastnavigation,https://github.com/recastnavigation/recastnavigation,2009,
4048,64,9,"Behavior Tree",Physics,"AI decision structure","https://en.wikipedia.org/wiki/Behavior_tree_(artificial_intelligence,_robotics_and_control)",,2004,
4049,64,9,NavMeshPlus,Physics,"Unity 2D navigation",https://github.com/h8man/NavMeshPlus,https://github.com/h8man/NavMeshPlus,2018,
1737,65,9,OpenXR,Services,"XR interface standard",https://www.khronos.org/openxr/,https://github.com/khronosgroup/openxr-sdk,2019,https://alion.io/jobs/openxr?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3011,65,9,"Steamworks SDK",Services,"Valve publishing toolkit",https://partner.steamgames.com/,,2008,
3012,65,9,"Epic Online Services",Services,"Cross-platform game services",https://dev.epicgames.com/en-us/services,,2019,
3013,65,9,"Meta Quest SDK",Services,"VR development toolkit",https://developer.oculus.com/,,2019,https://alion.io/jobs/meta-quest-sdk?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3017,65,9,"Photon Fusion",Services,"Multiplayer networking engine",https://www.photonengine.com/fusion,,2021,
3018,65,9,"Azure PlayFab",Services,"Game backend platform",https://playfab.com/,https://github.com/playfab,2014,
3700,65,9,Mirror,Services,"Unity networking library",https://mirror-networking.com/,https://github.com/MirrorNetworking/Mirror,2018,
3701,65,9,"Netcode for GameObjects",Services,"Unity networking solution",https://docs-multiplayer.unity3d.com/,https://github.com/Unity-Technologies/com.unity.netcode.gameobjects,2021,
3702,65,9,Fish-Networking,Services,"Unity networking library",https://fish-networking.gitbook.io/docs,https://github.com/FirstGearGames/FishNet,2021,
3703,65,9,Nakama,Services,"Game backend server",https://heroiclabs.com/nakama/,https://github.com/heroiclabs/nakama,2017,
3704,65,9,"Amazon GameLift",Services,"Dedicated server hosting",https://aws.amazon.com/gamelift/,,2016,
3705,65,9,SpacetimeDB,Services,"Realtime multiplayer database",https://spacetimedb.com/,https://github.com/clockworklabs/SpacetimeDB,2023,
3706,65,9,SteamVR,Services,"OpenVR runtime SDK",https://www.steamvr.com/,https://github.com/ValveSoftware/openvr,2015,
3707,65,9,"Meta XR SDK",Services,"Meta VR SDK",https://developer.oculus.com/,,2021,
4068,65,9,"Photon PUN",Services,"Unity multiplayer networking",https://www.photonengine.com/pun,,2011,
4069,65,9,"Photon Quantum",Services,"Deterministic netcode engine",https://www.photonengine.com/quantum,,2019,
4071,65,9,ENet,Services,"Reliable UDP networking library",http://enet.bespin.org/,https://github.com/lsalzman/enet,2002,
4072,65,9,GameNetworkingSockets,Services,"Valve networking library",https://github.com/ValveSoftware/GameNetworkingSockets,https://github.com/ValveSoftware/GameNetworkingSockets,2018,
4073,65,9,LiteNetLib,Services,"C# UDP networking library",https://github.com/RevenantX/LiteNetLib,https://github.com/RevenantX/LiteNetLib,2016,
4075,65,9,Colyseus,Services,"Multiplayer game server framework",https://colyseus.io/,https://github.com/colyseus/colyseus,2016,
4076,65,9,Coherence,Services,"Networking platform for games",https://coherence.io/,,2019,
4077,65,9,"Unity Transport",Services,"Low-level Unity transport",https://docs.unity3d.com/Packages/com.unity.transport@latest,,2019,
4085,65,9,"Discord GameSDK",Services,"Discord game integration SDK",https://discord.com/developers/docs/developer-tools/game-sdk,,2018,
4086,65,9,"Discord RPC",Services,"Discord rich presence library",https://github.com/discord/discord-rpc,https://github.com/discord/discord-rpc,2017,
4087,65,9,"GOG Galaxy SDK",Services,"GOG platform integration SDK",https://docs.gog.com/galaxyapi/,,2014,
4088,65,9,"PlayStation SDK",Services,"PlayStation development kit",https://partners.playstation.net/,,2013,
4089,65,9,"Xbox GDK",Services,"Game Development Kit for Xbox",https://learn.microsoft.com/en-us/gaming/gdk/,,2020,
4090,65,9,"Nintendo Switch SDK",Services,"Nintendo Switch development kit",https://developer.nintendo.com/,,2017,
4091,65,9,OpenVR,Services,"Valve VR runtime API",https://github.com/ValveSoftware/openvr,https://github.com/ValveSoftware/openvr,2015,
4093,65,9,"Pico SDK",Services,"Pico VR headset SDK",https://developer.picoxr.com/,,2019,
4094,65,9,Ultraleap,Services,"Hand tracking SDK",https://www.ultraleap.com/,,2013,
4095,65,9,MRTK,Services,"Mixed Reality Toolkit",https://learn.microsoft.com/en-us/windows/mixed-reality/mrtk-unity/,https://github.com/microsoft/MixedRealityToolkit-Unity,2016,
4096,65,9,Vuforia,Services,"AR development platform",https://www.ptc.com/en/products/vuforia,,2010,
10,0,10,Robotics,,,,,,https://alion.io/jobs/robotics?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
70,10,10,Simulation,Robotics,"Robotics simulation",,,,https://alion.io/jobs/simulation?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
69,10,10,Platforms,Robotics,"Autonomy platforms",,,,https://alion.io/jobs/platforms?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
68,10,10,Middleware,Robotics,"Robotics middleware",,,,https://alion.io/jobs/middleware?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
67,10,10,Concepts,Robotics,"Robotics concepts",,,,https://alion.io/jobs/concepts?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
66,10,10,Autonomy,Robotics,"Robotics autonomy",,,,https://alion.io/jobs/autonomy?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
779,66,10,"Ceres Solver",Autonomy,"Nonlinear least squares solver",http://ceres-solver.org/,https://github.com/ceres-solver/ceres-solver,2012,https://alion.io/jobs/ceres-solver?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
780,66,10,Crocoddyl,Autonomy,"Optimal control library",https://stack-of-tasks.github.io/crocoddyl/,https://github.com/stack-of-tasks/crocoddyl,2019,
781,66,10,Drake,Autonomy,"Robotics control framework",https://drake.mit.edu/,https://github.com/robotlocomotion/drake,2014,https://alion.io/jobs/drake?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
784,66,10,GTSAM,Autonomy,"Factor graph library",https://gtsam.org/,https://github.com/borglab/gtsam,2012,https://alion.io/jobs/gtsam?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
785,66,10,LeRobot,Autonomy,"HuggingFace robot learning lib",https://huggingface.co/lerobot,https://github.com/huggingface/lerobot,2024,https://alion.io/jobs/lerobot?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
786,66,10,Nav2,Autonomy,"ROS navigation framework",https://navigation.ros.org/,https://github.com/ros-navigation/navigation2,2020,https://alion.io/jobs/nav2?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
787,66,10,OctoMap,Autonomy,"3D occupancy mapping library",https://octomap.github.io/,https://github.com/octomap/octomap,2013,
788,66,10,OMPL,Autonomy,"Open motion planning library",https://ompl.kavrakilab.org/,https://github.com/ompl/ompl,2012,https://alion.io/jobs/ompl?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
789,66,10,OCS2,Autonomy,"Optimal control library",https://leggedrobotics.github.io/ocs2/,https://github.com/leggedrobotics/ocs2,2017,
791,66,10,ORB-SLAM3,Autonomy,"Visual-Inertial SLAM library",https://webdiis.unizar.es/~raulmur/orbslam3/,https://github.com/uz-slamlab/orb_slam3,2020,https://alion.io/jobs/orb-slam3?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
794,66,10,RTAB-Map,Autonomy,"RGB-D graph SLAM library",https://introlab.github.io/rtabmap/,https://github.com/introlab/rtabmap,2013,https://alion.io/jobs/rtab-map?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
870,66,10,MoveIt,Autonomy,"Motion planning framework",https://moveit.ros.org/,https://github.com/moveit/moveit2,2011,https://alion.io/jobs/moveit?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
874,66,10,"TensorFlow Robotics",Autonomy,"AI robotics framework",https://www.tensorflow.org/,https://github.com/tensorflow,2018,
1467,66,10,Open3D,Autonomy,"3D data processing library",http://www.open3d.org/,https://github.com/isl-org/open3d,2018,https://alion.io/jobs/open3d?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1715,66,10,Cartographer,Autonomy,"Real-time SLAM library",https://google-cartographer.readthedocs.io/,https://github.com/cartographer-project/cartographer,2016,https://alion.io/jobs/cartographer?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1762,66,10,OpenDroneMap,Autonomy,"Open photogrammetry toolkit",https://www.opendronemap.org/,https://github.com/opendronemap/odm,2014,
1765,66,10,Pinocchio,Autonomy,"Rigid body dynamics library",https://stack-of-tasks.github.io/pinocchio/,https://github.com/stack-of-tasks/pinocchio,2015,https://alion.io/jobs/pinocchio?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1776,66,10,BioIK,Autonomy,"Inverse kinematics solver",http://wiki.ros.org/bio_ik,https://github.com/tams-group/bio_ik,2018,
3080,66,10,G2O,Autonomy,"Graph optimization library",https://openslam-org.github.io/g2o.html,https://github.com/rainerkuemmerle/g2o,2011,
3082,66,10,Kimera,Autonomy,"Visual-inertial SLAM library",https://mit-spark.github.io/kimera/,https://github.com/mit-spark/kimera,2019,
3083,66,10,"Grid Map",Autonomy,"Multi-layer grid mapping library",http://wiki.ros.org/grid_map,https://github.com/anybotics/grid_map,2014,
3557,66,10,FAST-LIO,Autonomy,"Fast LiDAR-inertial odometry",https://github.com/hku-mars/FAST_LIO,https://github.com/hku-mars/FAST_LIO,2020,
3558,66,10,LIO-SAM,Autonomy,"LiDAR-inertial smoothing SLAM",https://github.com/TixiaoShan/LIO-SAM,https://github.com/TixiaoShan/LIO-SAM,2020,
3559,66,10,LOAM,Autonomy,"LiDAR odometry and mapping",https://github.com/laboshinl/loam_velodyne,https://github.com/laboshinl/loam_velodyne,2014,
3560,66,10,VINS-Fusion,Autonomy,"Visual-inertial state estimation",https://github.com/HKUST-Aerial-Robotics/VINS-Fusion,https://github.com/HKUST-Aerial-Robotics/VINS-Fusion,2019,
3561,66,10,OpenVINS,Autonomy,"Filter-based visual-inertial odometry",https://docs.openvins.com/,https://github.com/rpng/open_vins,2019,
3562,66,10,COLMAP,Autonomy,"Structure-from-motion pipeline",https://colmap.github.io/,https://github.com/colmap/colmap,2016,
3563,66,10,slam_toolbox,Autonomy,"ROS2 2D LiDAR SLAM",https://github.com/SteveMacenski/slam_toolbox,https://github.com/SteveMacenski/slam_toolbox,2019,
3565,66,10,robot_localization,Autonomy,"ROS sensor fusion package",https://github.com/cra-ros-pkg/robot_localization,https://github.com/cra-ros-pkg/robot_localization,2014,
3572,66,10,AMCL,Autonomy,"Adaptive Monte Carlo localization",https://wiki.ros.org/amcl,https://github.com/ros-planning/navigation2,2010,
3575,66,10,"Diffusion Policy",Autonomy,"Diffusion-based visuomotor policy",https://diffusion-policy.cs.columbia.edu/,https://github.com/real-stanford/diffusion_policy,2023,
3576,66,10,ACT,Autonomy,"Action Chunking Transformer",https://github.com/tonyzhaozh/act,https://github.com/tonyzhaozh/act,2023,
3577,66,10,OpenVLA,Autonomy,"Open vision-language-action model",https://openvla.github.io/,https://github.com/openvla/openvla,2024,https://alion.io/jobs/openvla?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3588,66,10,Pix4D,Autonomy,"Drone photogrammetry software",https://www.pix4d.com/,,2011,
3589,66,10,"Agisoft Metashape",Autonomy,"Photogrammetry reconstruction software",https://www.agisoft.com/,,2010,
3536,67,10,SLAM,Concepts,"Simultaneous localization and mapping",https://en.wikipedia.org/wiki/Simultaneous_localization_and_mapping,,1986,https://alion.io/jobs/slam?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3537,67,10,Localization,Concepts,"Estimating robot pose",https://en.wikipedia.org/wiki/Robot_navigation,,1990,https://alion.io/jobs/localization?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3538,67,10,Mapping,Concepts,"Building environment representations",https://en.wikipedia.org/wiki/Robotic_mapping,,1985,
3539,67,10,"Sensor Fusion",Concepts,"Combining multi-sensor data",https://en.wikipedia.org/wiki/Sensor_fusion,,1985,https://alion.io/jobs/sensor-fusion?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3540,67,10,"Visual-Inertial Odometry",Concepts,"Camera-IMU motion estimation",https://en.wikipedia.org/wiki/Visual_odometry,,2007,https://alion.io/jobs/visual-inertial-odometry?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3541,67,10,"Path Planning",Concepts,"Computing collision-free routes",https://en.wikipedia.org/wiki/Motion_planning,,1979,https://alion.io/jobs/path-planning?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3542,67,10,"Motion Planning",Concepts,"Planning feasible robot motions",https://en.wikipedia.org/wiki/Motion_planning,,1979,https://alion.io/jobs/motion-planning?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3543,67,10,Perception,Concepts,"Interpreting sensor data",https://en.wikipedia.org/wiki/Machine_perception,,1970,https://alion.io/jobs/perception?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3544,67,10,"PID Control",Concepts,"Feedback control loop",https://en.wikipedia.org/wiki/PID_controller,,1940,https://alion.io/jobs/pid-control?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3545,67,10,"Model Predictive Control",Concepts,"Optimization-based control",https://en.wikipedia.org/wiki/Model_predictive_control,,1978,https://alion.io/jobs/model-predictive-control?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3546,67,10,"Inverse Kinematics",Concepts,"Solving joint configurations",https://en.wikipedia.org/wiki/Inverse_kinematics,,1965,https://alion.io/jobs/inverse-kinematics?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3547,67,10,"Obstacle Avoidance",Concepts,"Reactive collision avoidance",https://en.wikipedia.org/wiki/Obstacle_avoidance,,1985,https://alion.io/jobs/obstacle-avoidance?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3548,67,10,"Autonomous Navigation",Concepts,"Self-directed robot movement",https://en.wikipedia.org/wiki/Autonomous_robot,,1985,https://alion.io/jobs/autonomous-navigation?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3549,67,10,Teleoperation,Concepts,"Remote robot control",https://en.wikipedia.org/wiki/Teleoperation,,1949,https://alion.io/jobs/teleoperation?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3550,67,10,"Swarm Robotics",Concepts,"Coordinated multi-robot systems",https://en.wikipedia.org/wiki/Swarm_robotics,,1991,
3551,67,10,Sim-to-Real,Concepts,"Transferring policies to hardware",https://en.wikipedia.org/wiki/Robot_learning,,2017,https://alion.io/jobs/sim-to-real?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3552,67,10,"Imitation Learning",Concepts,"Learning from demonstrations",https://en.wikipedia.org/wiki/Imitation_learning,,1999,https://alion.io/jobs/imitation-learning?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3553,67,10,"Reinforcement Learning",Concepts,"Reward-driven robot learning",https://en.wikipedia.org/wiki/Reinforcement_learning,,1983,https://alion.io/jobs/reinforcement-learning?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3554,67,10,"Digital Twin",Concepts,"Virtual replica of a system",https://en.wikipedia.org/wiki/Digital_twin,,2002,https://alion.io/jobs/digital-twin?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3555,67,10,"Inertial Navigation",Concepts,"IMU/GNSS-based navigation",https://en.wikipedia.org/wiki/Inertial_navigation_system,,1950,https://alion.io/jobs/inertial-navigation?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
274,68,10,ROS,Middleware,"Robot operating system",https://www.ros.org/,https://github.com/ros,2007,https://alion.io/jobs/ros?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
783,68,10,ExpressLRS,Middleware,"Open radio link protocol",https://www.expresslrs.org/,https://github.com/expresslrs/expresslrs,2020,
792,68,10,ROS2,Middleware,"Modern robotics middleware",https://docs.ros.org/en/ros2_documentation/,https://github.com/ros2,2017,https://alion.io/jobs/ros2?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
793,68,10,ros2_control,Middleware,"ROS control framework",https://control.ros.org/,https://github.com/ros-controls/ros2_control,2020,https://alion.io/jobs/ros2-control?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
797,68,10,RViz,Middleware,"ROS 3D visualization",https://github.com/ros2/rviz,https://github.com/ros2/rviz,2008,https://alion.io/jobs/rviz?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
871,68,10,Orocos,Middleware,"Real-time control framework",https://orocos.org/,https://github.com/orocos,2001,
878,68,10,MRPT,Middleware,"Robot programming toolkit",https://www.mrpt.org/,https://github.com/mrpt/mrpt,2005,
886,68,10,OpenRTM,Middleware,"Robotics middleware",https://openrtm.org/,https://github.com/openrtm,2005,
1012,68,10,MAVLink,Middleware,"Micro air vehicle protocol",https://mavlink.io/en/,https://github.com/mavlink/mavlink,2009,https://alion.io/jobs/mavlink?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1021,68,10,MAVSDK,Middleware,"MAVLink development kit",https://mavsdk.mavlink.io/main/en/index.html,https://github.com/mavlink/mavsdk,2018,https://alion.io/jobs/mavsdk?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1030,68,10,MAVROS,Middleware,"MAVLink ROS bridge",http://wiki.ros.org/mavros,https://github.com/mavlink/mavros,2014,
1469,68,10,"Fast DDS",Middleware,"High-performance DDS middleware",https://www.eprosima.com/index.php/products-all/eprosima-fast-dds,https://github.com/eprosima/fast-dds,2014,https://alion.io/jobs/fast-dds?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1470,68,10,"Cyclone DDS",Middleware,"OMG-DDS middleware",https://cyclonedds.io/,https://github.com/eclipse-cyclonedds/cyclonedds,2018,https://alion.io/jobs/cyclone-dds?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1472,68,10,Micro-ROS,Middleware,"Microcontroller ROS framework",https://micro.ros.org/,https://github.com/micro-ros/micro-ros-doc,2018,
1710,68,10,Zenoh,Middleware,"Edge computing protocol",https://zenoh.io/,https://github.com/eclipse-zenoh/zenoh,2017,https://alion.io/jobs/zenoh?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1719,68,10,UAVCAN,Middleware,"Aerospace communication protocol",https://opencyphal.org/,https://github.com/opencyphal,2014,
1758,68,10,DroneCAN,Middleware,"UAVCAN protocol implementation",https://dronecan.github.io/,https://github.com/dronecan,2014,https://alion.io/jobs/dronecan?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1761,68,10,GStreamer,Middleware,"Multimedia processing framework",https://gstreamer.freedesktop.org/,https://github.com/gstreamer/gstreamer,1999,https://alion.io/jobs/gstreamer?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1763,68,10,DSHOT,Middleware,"Digital ESC protocol",https://betaflight.com/docs/wiki/guides/current/dshot,,2016,
1772,68,10,EtherCAT,Middleware,"Real-time Ethernet protocol",https://www.ethercat.org/,,2003,https://alion.io/jobs/ethercat?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1774,68,10,YARP,Middleware,"Humanoid robotics middleware",https://yarp.it/,https://github.com/robotology/yarp,2002,
1775,68,10,CANopen,Middleware,"Industrial communication protocol",https://canopennode.github.io/,https://github.com/canopennode/canopennode,1995,https://alion.io/jobs/canopen?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3077,68,10,BehaviorTree.CPP,Middleware,"C++ behavior tree library",https://www.behaviortree.dev/,https://github.com/behaviortree/behaviortree.cpp,2018,
3079,68,10,MAVProxy,Middleware,"UAV ground station console",https://ardupilot.org/mavproxy/,https://github.com/ardupilot/mavproxy,2012,
3085,68,10,"Foxglove Studio",Middleware,"Robotics visualization platform",https://foxglove.dev/,https://github.com/foxglove/studio,2021,https://alion.io/jobs/foxglove-studio?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3567,68,10,PlotJuggler,Middleware,"Time-series data visualization",https://plotjuggler.io/,https://github.com/facontidavide/PlotJuggler,2016,
3568,68,10,rqt,Middleware,"ROS Qt-based GUI framework",https://wiki.ros.org/rqt,https://github.com/ros-visualization/rqt,2013,
3571,68,10,ROS-Industrial,Middleware,"Industrial robotics for ROS",https://rosindustrial.org/,https://github.com/ros-industrial,2012,
3581,68,10,NuttX,Middleware,"POSIX-compliant RTOS",https://nuttx.apache.org/,https://github.com/apache/nuttx,2007,
3583,68,10,Klipper,Middleware,"3D printer firmware",https://www.klipper3d.org/,https://github.com/Klipper3d/klipper,2016,
798,69,10,Apollo,Platforms,"Autonomous driving platform",https://apollo.auto/,https://github.com/apolloauto/apollo,2017,https://alion.io/jobs/apollo?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1010,69,10,"PX4 Autopilot",Platforms,"Flight control stack",https://px4.io/,https://github.com/px4/px4-autopilot,2011,https://alion.io/jobs/px4-autopilot?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1011,69,10,ArduPilot,Platforms,"Autopilot software suite",https://ardupilot.org/,https://github.com/ardupilot/ardupilot,2009,https://alion.io/jobs/ardupilot?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1013,69,10,"DJI Mobile SDK",Platforms,"DJI development kit",https://developer.dji.com/mobile-sdk/,https://github.com/dji-sdk,2015,
1014,69,10,DroneKit,Platforms,"Drone control library",https://dronekit.io/,https://github.com/dronekit/dronekit-python,2014,
1110,69,10,"NVIDIA Drive",Platforms,"Autonomous vehicle platform",https://www.nvidia.com/en-us/self-driving-cars/,,2015,https://alion.io/jobs/nvidia-drive?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1111,69,10,Autoware,Platforms,"Autonomous driving stack",https://www.autoware.org/,https://github.com/autowarefoundation/autoware,2015,https://alion.io/jobs/autoware?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1115,69,10,"NVIDIA Omniverse",Platforms,"Industrial digitalization platform",https://www.nvidia.com/en-us/omniverse/,,2020,https://alion.io/jobs/nvidia-omniverse?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1471,69,10,"NVIDIA JetPack",Platforms,"Embedded AI development kit",https://developer.nvidia.com/embedded/jetpack,,2014,
1711,69,10,Betaflight,Platforms,"Drone flight firmware",https://betaflight.com/,https://github.com/betaflight/betaflight,2015,https://alion.io/jobs/betaflight?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1712,69,10,iNav,Platforms,"Navigation flight firmware",https://inavflight.com/,https://github.com/inavflight/inav,2015,
1713,69,10,QGroundControl,Platforms,"Drone ground station",http://qgroundcontrol.com/,https://github.com/mavlink/qgroundcontrol,2010,https://alion.io/jobs/qgroundcontrol?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1759,69,10,"Mission Planner",Platforms,"Autopilot ground station",https://ardupilot.org/planner/,https://github.com/ardupilot/missionplanner,2010,https://alion.io/jobs/mission-planner?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1764,69,10,"Paparazzi UAV",Platforms,"Micro-UAV autopilot system",http://wiki.paparazziuav.org/,https://github.com/paparazzi/paparazzi,2003,
1773,69,10,ODRI,Platforms,"Open robot initiative",https://open-dynamic-robot-initiative.github.io/,https://github.com/open-dynamic-robot-initiative,2019,
1871,69,10,MOOS-IvP,Platforms,"Maritime autonomy framework",https://oceanai.mit.edu/moos-ivp/,https://github.com/moos-ivp/moos-ivp,2006,
1872,69,10,ArduSub,Platforms,"Submersible autopilot software",https://ardusub.com/,https://github.com/ardupilot/ardusub,2016,
1873,69,10,DUNE,Platforms,"Onboard software framework",https://lsts.fe.up.pt/toolchain/dune,https://github.com/lsts/dune,2010,
1874,69,10,Neptus,Platforms,"Robotics control software",https://lsts.fe.up.pt/toolchain/neptus,https://github.com/lsts/neptus,2006,
1880,69,10,OpenCPN,Platforms,"Open chart plotter",https://opencpn.org/,https://github.com/opencpn/opencpn,2009,
1881,69,10,Lanelet2,Platforms,"High-definition map library",https://github.com/fzi-forschungszentrum-informatik/lanelet2,https://github.com/fzi-forschungszentrum-informatik/lanelet2,2018,
1882,69,10,Openpilot,Platforms,"Driver assistance platform",https://comma.ai/openpilot,https://github.com/commaai/openpilot,2015,
1884,69,10,"nuScenes SDK",Platforms,"Driving dataset SDK",https://www.nuscenes.org/,https://github.com/nutonomy/nuscenes-devkit,2019,https://alion.io/jobs/nuscenes-sdk?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3584,69,10,"DJI Onboard SDK",Platforms,"DJI flight control SDK",https://developer.dji.com/onboard-sdk/,https://github.com/dji-sdk/Onboard-SDK,2015,
3585,69,10,"DJI Payload SDK",Platforms,"DJI payload integration SDK",https://developer.dji.com/payload-sdk/,https://github.com/dji-sdk/Payload-SDK,2018,
868,70,10,Gazebo,Simulation,"Robotics simulator",https://gazebosim.org/,https://github.com/gazebosim,2002,https://alion.io/jobs/gazebo?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
869,70,10,PyBullet,Simulation,"Physics simulation library",https://pybullet.org/,https://github.com/bulletphysics/bullet3,2016,https://alion.io/jobs/pybullet?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
873,70,10,CoppeliaSim,Simulation,"Robotics simulation platform",https://www.coppeliarobotics.com/,https://github.com/coppeliarobotics,2010,https://alion.io/jobs/coppeliasim?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
885,70,10,Webots,Simulation,"Robotics simulator",https://cyberbotics.com/,https://github.com/cyberbotics/webots,1998,https://alion.io/jobs/webots?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1024,70,10,"PX4 SITL Simulator",Simulation,"Software-in-the-loop simulator",https://docs.px4.io/main/en/simulation/,https://github.com/px4/px4-autopilot,2014,
1113,70,10,CARLA,Simulation,"Autonomous driving simulator",https://carla.org/,https://github.com/carla-simulator/carla,2017,https://alion.io/jobs/carla?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1463,70,10,"Isaac Gym",Simulation,"RL simulation framework",https://developer.nvidia.com/isaac-gym,,2021,https://alion.io/jobs/isaac-gym?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1464,70,10,"Isaac Sim",Simulation,"Robotics simulation platform",https://developer.nvidia.com/isaac/sim,https://github.com/isaac-sim/IsaacSim,2019,https://alion.io/jobs/isaac-sim?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1465,70,10,MuJoCo,Simulation,"Physics simulation engine",https://mujoco.org/,https://github.com/google-deepmind/mujoco,2012,https://alion.io/jobs/mujoco?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1760,70,10,AirSim,Simulation,"Robotics simulator",https://microsoft.github.io/airsim/,https://github.com/microsoft/airsim,2017,https://alion.io/jobs/airsim?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1769,70,10,"Isaac Lab",Simulation,"Robotics simulation framework",https://isaac-sim.github.io/isaaclab/,https://github.com/isaac-sim/isaaclab,2023,https://alion.io/jobs/isaac-lab?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1771,70,10,Humanoid-Gym,Simulation,"Humanoid RL environment",https://github.com/robot-robot-robot/humanoid-gym,https://github.com/robot-robot-robot/humanoid-gym,2024,
1777,70,10,SOFA,Simulation,"Multi-physics simulation framework",https://www.sofa-framework.org/,https://github.com/sofa-framework/sofa,2007,
1875,70,10,Stonefish,Simulation,"Marine robotics simulator",https://stonefish.readthedocs.io/,https://github.com/patryk-cieslak/stonefish,2019,
1878,70,10,"UUV Simulator",Simulation,"Underwater vehicle simulator",https://uuvsimulator.github.io/,https://github.com/uuvsimulator/uuv_simulator,2016,
1883,70,10,"SVL Simulator",Simulation,"Autonomous vehicle simulator",https://www.svlsimulator.com/,https://github.com/lgsvl/simulator,2019,
3591,70,10,DART,Simulation,"Dynamics simulation toolkit",https://dartsim.github.io/,https://github.com/dartsim/dart,2011,https://alion.io/jobs/dart?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3592,70,10,RaiSim,Simulation,"Fast multibody physics engine",https://raisim.com/,https://github.com/raisimTech/raisimLib,2018,
3593,70,10,Genesis,Simulation,"Generative physics simulation platform",https://genesis-embodied-ai.github.io/,https://github.com/Genesis-Embodied-AI/Genesis,2024,
3595,70,10,robosuite,Simulation,"Manipulation simulation framework",https://robosuite.ai/,https://github.com/ARISE-Initiative/robosuite,2020,
3596,70,10,Gymnasium-Robotics,Simulation,"RL robotics environments",https://robotics.farama.org/,https://github.com/Farama-Foundation/Gymnasium-Robotics,2022,
3599,70,10,"AI Habitat",Simulation,"Embodied AI simulation platform",https://aihabitat.org/,https://github.com/facebookresearch/habitat-sim,2019,
11,0,11,Chips/EDA,,,,,,
6090,11,11,Photolithography,Chips/EDA,,,,,
6091,11,11,EUV,Chips/EDA,,,,,
6092,11,11,"Plasma Etch",Chips/EDA,,,,,
6093,11,11,CVD,Chips/EDA,,,,,
6094,11,11,PVD,Chips/EDA,,,,,
6095,11,11,ALD,Chips/EDA,,,,,
6096,11,11,CMP,Chips/EDA,,,,,
6097,11,11,"Ion Implantation",Chips/EDA,,,,,
6098,11,11,"Electron Microscopy (SEM/TEM)",Chips/EDA,,,,,
6099,11,11,Ellipsometry,Chips/EDA,,,,,
6100,11,11,AFM,Chips/EDA,,,,,
6101,11,11,"Statistical Process Control",Chips/EDA,,,,,
6102,11,11,JMP,Chips/EDA,,,,,
6103,11,11,Minitab,Chips/EDA,,,,,
6104,11,11,TCAD,Chips/EDA,,,,,
6106,11,11,"Advantest / Teradyne ATE",Chips/EDA,,,,,
75,11,11,Physical,Chips/EDA,"Physical design and signoff",,,,https://alion.io/jobs/physical?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
74,11,11,PCB,Chips/EDA,"PCB design",,,,https://alion.io/jobs/pcb?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
73,11,11,FPGA,Chips/EDA,"FPGA and emulation",,,,https://alion.io/jobs/fpga?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
72,11,11,Design,Chips/EDA,"RTL design and verification",,,,https://alion.io/jobs/design?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
71,11,11,Analog,Chips/EDA,"Analog and RF design",,,,https://alion.io/jobs/analog?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
612,71,11,"Cadence Virtuoso",Analog,"Custom IC design platform",https://www.cadence.com/en_us/home/tools/custom-ic-analogue-rf-design/layout-design/virtuoso-layout-suite.html,,1990,https://alion.io/jobs/cadence-virtuoso?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
998,71,11,"Synopsys HSPICE",Analog,"Circuit simulator",https://www.synopsys.com/verification/static-and-formal-verification/hspice.html,,1985,https://alion.io/jobs/synopsys-hspice?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1512,71,11,"Ansys HFSS",Analog,"Electromagnetic simulation software",https://www.ansys.com/products/electronics/ansys-hfss,,1990,https://alion.io/jobs/ansys-hfss?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1572,71,11,"Cadence Spectre",Analog,"Circuit simulation platform",https://www.cadence.com/en_us/home/tools/custom-ic-analogue-rf-design/circuit-simulation/spectre-simulation-platform.html,,1991,https://alion.io/jobs/cadence-spectre?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1728,71,11,Ngspice,Analog,"Open-source circuit simulator",https://ngspice.sourceforge.io/,https://github.com/ngspice/ngspice,1999,
3766,71,11,LTspice,Analog,"SPICE circuit simulator",https://www.analog.com/en/resources/design-tools-and-calculators/ltspice-simulator.html,,1998,https://alion.io/jobs/ltspice?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3767,71,11,Xyce,Analog,"Parallel circuit simulator",https://xyce.sandia.gov/,https://github.com/Xyce/Xyce,2002,
3778,71,11,"Keysight ADS",Analog,"RF design software",https://www.keysight.com/,,1985,https://alion.io/jobs/keysight-ads?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4261,71,11,"Synopsys PrimeSim",Analog,"Unified circuit simulator",https://www.synopsys.com/,,2021,
4262,71,11,"Synopsys FineSim",Analog,"FastSPICE simulator",https://www.synopsys.com/,,2009,
4263,71,11,"Synopsys CustomSim",Analog,"FastSPICE simulator",https://www.synopsys.com/,,2008,
4264,71,11,"Cadence Spectre X",Analog,"High-performance SPICE",https://www.cadence.com/,,2018,
4265,71,11,"Cadence AFS",Analog,"Analog FastSPICE",https://www.cadence.com/,,2008,
4266,71,11,"Siemens Eldo",Analog,"Analog circuit simulator",https://eda.sw.siemens.com/,,1989,
4267,71,11,"Siemens Symphony",Analog,"Mixed-signal platform",https://eda.sw.siemens.com/,,2020,
4268,71,11,"Synopsys Custom Compiler",Analog,"Custom/analog design",https://www.synopsys.com/,,2015,
4269,71,11,"Tanner L-Edit",Analog,"IC layout editor",https://eda.sw.siemens.com/,,1988,
4270,71,11,"Tanner S-Edit",Analog,"Schematic capture tool",https://eda.sw.siemens.com/,,1991,
4274,71,11,"Cadence AMS Designer",Analog,"Mixed-signal simulator",https://www.cadence.com/,,2003,
4276,71,11,Sonnet,Analog,"EM analysis software",https://www.sonnetsoftware.com/,,1986,
991,72,11,"Synopsys Design Compiler",Design,"RTL logic synthesis tool",https://www.synopsys.com/implementation-and-signoff/rtl-synthesis-test/design-compiler-graphical.html,,1987,https://alion.io/jobs/synopsys-design-compiler?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1003,72,11,Verilator,Design,"Fast open-source Verilog simulator",https://www.veripool.org/verilator/,https://github.com/verilator/verilator,1995,https://alion.io/jobs/verilator?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1506,72,11,"Synopsys VCS",Design,"Logic simulation tool",https://www.synopsys.com/verification/simulation/vcs.html,,1991,https://alion.io/jobs/synopsys-vcs?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1507,72,11,"Cadence Xcelium",Design,"Parallel logic simulator",https://www.cadence.com/en_us/home/tools/system-design-and-verification/simulation-and-testbench-verification/xcelium-parallel-logic-simulation.html,,2016,https://alion.io/jobs/cadence-xcelium?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1508,72,11,"Siemens QuestaSim",Design,"HDL verification simulator",https://eda.sw.siemens.com/en-us/ic/questa/,,2007,https://alion.io/jobs/siemens-questasim?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1516,72,11,"Siemens ModelSim",Design,"HDL simulation software",https://eda.sw.siemens.com/en-us/ic/modelsim/,,1990,https://alion.io/jobs/siemens-modelsim?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1517,72,11,"Synopsys SpyGlass",Design,"RTL linting tool",https://www.synopsys.com/verification/static-and-formal-verification/spyglass.html,,2003,https://alion.io/jobs/synopsys-spyglass?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1571,72,11,UVM,Design,"Universal Verification Methodology",https://www.accellera.org/downloads/standards/uvm,https://github.com/accellera-official/uvm,2011,https://alion.io/jobs/uvm?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1723,72,11,"Cadence JasperGold",Design,"Formal verification platform",https://www.cadence.com/en_us/home/tools/system-design-and-verification/formal-and-static-verification/jasper-formal-verification-platform.html,,2008,https://alion.io/jobs/cadence-jaspergold?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1724,72,11,Yosys,Design,"Open-source RTL synthesis framework",https://yosyshq.net/yosys/,https://github.com/yosyshq/yosys,2013,https://alion.io/jobs/yosys?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1726,72,11,Cocotb,Design,"Coroutine-based cosimulation framework",https://www.cocotb.org/,https://github.com/cocotb/cocotb,2013,https://alion.io/jobs/cocotb?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1727,72,11,"Siemens Catapult HLS",Design,"High-level synthesis platform",https://eda.sw.siemens.com/en-us/ic/catapult-hls/,,2004,https://alion.io/jobs/siemens-catapult-hls?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2066,72,11,"Icarus Verilog",Design,"Open-source Verilog simulator and synthesis tool",http://iverilog.icarus.com/,https://github.com/steveicarus/iverilog,1998,
2067,72,11,Verible,Design,"SystemVerilog linter and formatter",https://chipsalliance.github.io/verible/,https://github.com/chipsalliance/verible,2019,
2068,72,11,GTKWave,Design,"Open-source waveform viewer",https://gtkwave.sourceforge.net/,https://github.com/gtkwave/gtkwave,1999,
2071,72,11,TerosHDL,Design,"Open-source IDE for HDL development",https://teroshdl.org/,https://github.com/teroshdl/teroshdl,2020,
2072,72,11,"Sigasi Studio",Design,"Advanced IDE for hardware designers",https://www.sigasi.com/,,2011,
2077,72,11,"Formal Verification",Design,"Mathematical logic verification techniques",https://en.wikipedia.org/wiki/Formal_verification,,1990,https://alion.io/jobs/formal-verification?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2122,72,11,GHDL,Design,"Open-source VHDL simulator",https://ghdl.github.io/ghdl/,https://github.com/ghdl/ghdl,2002,
2123,72,11,OSVVM,Design,"VHDL verification methodology",https://osvvm.org/,https://github.com/osvvm/osvvm,2013,
2124,72,11,UVVM,Design,"Universal VHDL verification methodology",https://uvvm.org/,https://github.com/uvvm/uvvm,2013,
2125,72,11,VUnit,Design,"Unit testing framework for VHDL",https://vunit.github.io/,https://github.com/vunit/vunit,2014,
2126,72,11,Active-HDL,Design,"Windows-based HDL design environment",https://www.aldec.com/en/products/fpga_simulation/active-hdl,,1998,
2127,72,11,Riviera-PRO,Design,"High-performance HDL simulator",https://www.aldec.com/en/products/fpga_simulation/riviera-pro,,2004,
2131,72,11,NVC,Design,"Modern VHDL compiler and simulator",https://nickg.me/nvc/,https://github.com/nickg/nvc,2011,
2132,72,11,"HDL Designer",Design,"HDL design management environment",https://eda.sw.siemens.com/en-us/ic/hdl-designer/,,1999,
2135,72,11,OneSpin,Design,"Formal verification solutions",https://eda.sw.siemens.com/en-us/ic/onespin/,,2005,
2139,72,11,"HDL Coder",Design,"MATLAB VHDL code generator",https://www.mathworks.com/products/hdl-coder.html,,2011,https://alion.io/jobs/hdl-coder?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2900,72,11,"Cadence Genus",Design,"Next-generation synthesis solution",https://www.cadence.com/en_us/home/tools/digital-design-and-signoff/synthesis/genus-synthesis-solution.html,,2015,https://alion.io/jobs/cadence-genus?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3748,72,11,"Synopsys Verdi",Design,"Hardware debug tool",https://www.synopsys.com/verification/debug/verdi.html,,2000,https://alion.io/jobs/synopsys-verdi?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3749,72,11,"Cadence Conformal",Design,"Equivalence checking tool",https://www.cadence.com/,,2001,https://alion.io/jobs/cadence-conformal?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3750,72,11,"Synopsys Formality",Design,"Equivalence checking tool",https://www.synopsys.com/,,1999,
3751,72,11,"Synopsys VC Formal",Design,"Formal verification tool",https://www.synopsys.com/,,2015,https://alion.io/jobs/synopsys-vc-formal?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4201,72,11,"Vitis HLS",Design,"AMD high-level synthesis",https://www.amd.com/en/products/software/adaptive-socs-and-fpgas/vitis/vitis-hls.html,,2019,
4202,72,11,"Intel HLS Compiler",Design,"Intel high-level synthesis",https://www.intel.com/content/www/us/en/software/programmable/quartus-prime/hls-compiler.html,,2017,
4207,72,11,Amaranth,Design,"Python HDL toolchain",https://amaranth-lang.org/,https://github.com/amaranth-lang/amaranth,2018,
4208,72,11,Migen,Design,"Python RTL generator",https://m-labs.hk/gateware/migen/,https://github.com/m-labs/migen,2011,
4209,72,11,MyHDL,Design,"Python hardware description",https://www.myhdl.org/,https://github.com/myhdl/myhdl,2003,
4211,72,11,FIRRTL,Design,"Hardware compiler IR",https://www.chisel-lang.org/firrtl/,https://github.com/chipsalliance/firrtl,2016,
4219,72,11,pyuvm,Design,"Python UVM library",https://github.com/pyuvm/pyuvm,https://github.com/pyuvm/pyuvm,2020,
4221,72,11,"Questa VIP",Design,"Siemens verification IP",https://eda.sw.siemens.com/en-US/ic/questa/verification-ip/,,2010,
4222,72,11,"Cadence VIP",Design,"Cadence verification IP",https://www.cadence.com/en_US/home/tools/system-design-and-verification/verification-ip.html,,2010,
4223,72,11,"Synopsys Certitude",Design,"Functional qualification",https://www.synopsys.com/,,2006,
4224,72,11,"Cadence vManager",Design,"Verification management",https://www.cadence.com/,,2011,
1002,73,11,"Intel Quartus Prime",FPGA,"FPGA design software",https://www.intel.com/content/www/us/en/software/programmable/quartus-prime/overview.html,,1999,https://alion.io/jobs/intel-quartus-prime?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1658,73,11,"Xilinx Vivado",FPGA,"FPGA design software",https://www.xilinx.com/products/design-tools/vivado.html,,2012,https://alion.io/jobs/xilinx-vivado?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2137,73,11,"Synplify Pro",FPGA,"FPGA synthesis software",https://www.synopsys.com/implementation-and-signoff/fpga-based-design/synplify-pro.html,,1995,https://alion.io/jobs/synplify-pro?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2138,73,11,"Libero SoC",FPGA,"Microchip FPGA design suite",https://www.microchip.com/en-us/products/fpgas-and-plds/fpga-and-soc-design-tools/libero-soc,,2010,
2140,73,11,"Lattice Diamond",FPGA,"Lattice FPGA design software",https://www.latticesemi.com/latticediamond,,2011,
2141,73,11,"Radiant Software",FPGA,"Modern Lattice FPGA design tool",https://www.latticesemi.com/latticeradiant,,2018,
3752,73,11,nextpnr,FPGA,"FPGA place-and-route",https://github.com/YosysHQ/nextpnr,https://github.com/YosysHQ/nextpnr,2018,
3753,73,11,F4PGA,FPGA,"Open FPGA toolchain",https://f4pga.org/,https://github.com/chipsalliance/f4pga,2017,
3754,73,11,"Gowin EDA",FPGA,"FPGA design suite",https://www.gowinsemi.com/,,2016,
3755,73,11,"Synopsys ZeBu",FPGA,"Hardware emulation system",https://www.synopsys.com/verification/emulation.html,,2005,https://alion.io/jobs/synopsys-zebu?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3756,73,11,"Cadence Palladium",FPGA,"Hardware emulation platform",https://www.cadence.com/,,2005,https://alion.io/jobs/cadence-palladium?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3757,73,11,"Siemens Veloce",FPGA,"Hardware emulation platform",https://eda.sw.siemens.com/,,2008,https://alion.io/jobs/siemens-veloce?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4227,73,11,Vitis,FPGA,"AMD unified dev platform",https://www.amd.com/en/products/software/adaptive-socs-and-fpgas/vitis.html,,2019,https://alion.io/jobs/vitis?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4228,73,11,PetaLinux,FPGA,"Embedded Linux for FPGA",https://www.amd.com/en/products/software/adaptive-socs-and-fpgas/embedded-software/petalinux-sdk.html,,2014,https://alion.io/jobs/petalinux?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4234,73,11,OpenOCD,FPGA,"On-chip debugger",https://openocd.org/,https://github.com/openocd-org/openocd,2005,
4235,73,11,FuseSoC,FPGA,"HDL package manager",https://github.com/olofk/fusesoc,https://github.com/olofk/fusesoc,2013,
4236,73,11,Edalize,FPGA,"EDA tool abstraction",https://github.com/olofk/edalize,https://github.com/olofk/edalize,2018,
4239,73,11,LiteX,FPGA,"SoC builder framework",https://github.com/enjoy-digital/litex,https://github.com/enjoy-digital/litex,2019,
4240,73,11,"Synopsys HAPS",FPGA,"FPGA prototyping system",https://www.synopsys.com/verification/prototyping/haps.html,,2008,https://alion.io/jobs/synopsys-haps?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4241,73,11,"Cadence Protium",FPGA,"FPGA prototyping platform",https://www.cadence.com/,,2014,https://alion.io/jobs/cadence-protium?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4242,73,11,"S2C Prodigy",FPGA,"FPGA prototyping solution",https://www.s2cinc.com/,,2010,
4243,73,11,PicoRV32,FPGA,"Compact RISC-V core",https://github.com/YosysHQ/picorv32,https://github.com/YosysHQ/picorv32,2015,
4244,73,11,VexRiscv,FPGA,"FPGA-friendly RISC-V core",https://github.com/SpinalHDL/VexRiscv,https://github.com/SpinalHDL/VexRiscv,2017,
4245,73,11,CVA6,FPGA,"RISC-V application core",https://github.com/openhwgroup/cva6,https://github.com/openhwgroup/cva6,2018,
995,74,11,"Altium Designer",PCB,"PCB design software",https://www.altium.com/,,2005,https://alion.io/jobs/altium-designer?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
996,74,11,KiCad,PCB,"Open-source EDA tool",https://www.kicad.org/,https://github.com/kicad,1992,https://alion.io/jobs/kicad?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3770,74,11,"Cadence Allegro",PCB,"PCB design platform",https://www.cadence.com/,,1988,https://alion.io/jobs/cadence-allegro?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3771,74,11,OrCAD,PCB,"PCB design tool",https://www.orcad.com/,,1985,https://alion.io/jobs/orcad?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3772,74,11,"Mentor Xpedition",PCB,"PCB design environment",https://eda.sw.siemens.com/,,2007,https://alion.io/jobs/mentor-xpedition?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3773,74,11,"Mentor PADS",PCB,"PCB design tool",https://eda.sw.siemens.com/,,1987,https://alion.io/jobs/mentor-pads?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3774,74,11,"Cadence Sigrity",PCB,"Signal integrity analysis",https://www.cadence.com/,,2004,https://alion.io/jobs/cadence-sigrity?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3775,74,11,EasyEDA,PCB,"Online PCB tool",https://easyeda.com/,,2013,https://alion.io/jobs/easyeda?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3776,74,11,Eagle,PCB,"PCB design software",https://www.autodesk.com/products/eagle/,,1988,https://alion.io/jobs/eagle?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3777,74,11,"Fusion 360 Electronics",PCB,"PCB design module",https://www.autodesk.com/products/fusion-360/,,2019,
4279,74,11,"Zuken CR-8000",PCB,"Enterprise PCB platform",https://www.zuken.com/,,2012,
4280,74,11,CADSTAR,PCB,"PCB design software",https://www.zuken.com/,,1989,
4282,74,11,Proteus,PCB,"PCB and simulation suite",https://www.labcenter.com/,,1988,
4283,74,11,DipTrace,PCB,"PCB design software",https://diptrace.com/,,2004,
4284,74,11,"OrCAD X",PCB,"Cloud PCB platform",https://www.orcad.com/,,2023,
4291,74,11,"Ansys SIwave",PCB,"Signal/power integrity",https://www.ansys.com/products/electronics/ansys-siwave,,2003,https://alion.io/jobs/ansys-siwave?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4292,74,11,HyperLynx,PCB,"SI/PI signoff tool",https://eda.sw.siemens.com/,,1995,https://alion.io/jobs/hyperlynx?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4293,74,11,"Polar Si9000",PCB,"Impedance field solver",https://www.polarinstruments.com/,,2000,
4294,74,11,"Cadence Clarity 3D Solver",PCB,"3D EM field solver",https://www.cadence.com/,,2019,
4295,74,11,"Cadence Celsius",PCB,"Thermal analysis solver",https://www.cadence.com/,,2019,
4296,74,11,CAM350,PCB,"PCB CAM/verification",https://www.downstreamtech.com/,,1990,
4297,74,11,"Valor NPI",PCB,"PCB DFM analysis",https://eda.sw.siemens.com/,,2005,
993,75,11,"Cadence Innovus",Physical,"Physical design platform",https://www.cadence.com/en_us/home/tools/digital-design-and-signoff/implementation/innovus-implementation-system.html,,2014,https://alion.io/jobs/cadence-innovus?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
994,75,11,"Synopsys PrimeTime",Physical,"Static timing analyzer",https://www.synopsys.com/implementation-and-signoff/signoff/primetime.html,,1995,https://alion.io/jobs/synopsys-primetime?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1005,75,11,"OpenROAD Project",Physical,"IC design automation tool",https://theopenroadproject.org/,https://github.com/the-openroad-project/openroad,2018,
1007,75,11,"JTAG Debuggers",Physical,"Hardware debugging tools",https://en.wikipedia.org/wiki/JTAG,,1990,https://alion.io/jobs/jtag-debuggers?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1009,75,11,"Synopsys Fusion Compiler",Physical,"Unified RTL-to-GDSII tool",https://www.synopsys.com/implementation-and-signoff/fusion-compiler.html,,2018,https://alion.io/jobs/synopsys-fusion-compiler?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1505,75,11,Tessent,Physical,"IC test platform",https://eda.sw.siemens.com/en-us/ic/tessent/,,2008,https://alion.io/jobs/tessent?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1509,75,11,"Synopsys IC Compiler II",Physical,"Physical implementation tool",https://www.synopsys.com/implementation-and-signoff/physical-implementation/ic-compiler-ii.html,,2013,https://alion.io/jobs/synopsys-ic-compiler-ii?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1510,75,11,"Siemens Calibre",Physical,"Physical verification platform",https://eda.sw.siemens.com/en-us/ic/calibre-design/,,1995,https://alion.io/jobs/siemens-calibre?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1511,75,11,"Cadence Voltus",Physical,"Power integrity analyzer",https://www.cadence.com/en_us/home/tools/digital-design-and-signoff/power-integrity-analysis/voltus-ic-power-integrity-solution.html,,2013,https://alion.io/jobs/cadence-voltus?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1725,75,11,OpenLane,Physical,"Automated IC flow",https://openlane.readthedocs.io/,https://github.com/the-openroad-project/openlane,2020,
3008,75,11,"Cadence Tempus",Physical,"Timing sign-off solution",https://www.cadence.com/en_us/home/tools/digital-design-and-signoff/static-timing-analysis/tempus-timing-signoff-solution.html,,2013,https://alion.io/jobs/cadence-tempus?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3009,75,11,"Synopsys IC Validator",Physical,"Physical verification tool",https://www.synopsys.com/implementation-and-signoff/physical-verification/ic-validator.html,,2010,https://alion.io/jobs/synopsys-ic-validator?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3758,75,11,"Magic VLSI",Physical,"VLSI layout tool",http://opencircuitdesign.com/magic/,https://github.com/RTimothyEdwards/magic,1983,
3759,75,11,KLayout,Physical,"IC layout viewer",https://www.klayout.de/,https://github.com/KLayout/klayout,2006,https://alion.io/jobs/klayout?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3761,75,11,"Synopsys StarRC",Physical,"Parasitic extraction tool",https://www.synopsys.com/,,2000,
3762,75,11,"Cadence Quantus",Physical,"Parasitic extraction tool",https://www.cadence.com/,,2014,
3763,75,11,"Synopsys TestMAX",Physical,"Test and DFT tool",https://www.synopsys.com/,,1997,
3764,75,11,"Cadence Pegasus",Physical,"Physical verification tool",https://www.cadence.com/,,2017,https://alion.io/jobs/cadence-pegasus?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3765,75,11,"Ansys RedHawk",Physical,"Power integrity analysis",https://www.ansys.com/,,2005,https://alion.io/jobs/ansys-redhawk?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4246,75,11,OpenSTA,Physical,"Open-source timing analysis",https://github.com/parallaxsw/OpenSTA,https://github.com/parallaxsw/OpenSTA,2018,
4248,75,11,OpenLane2,Physical,"Open RTL-to-GDS flow",https://github.com/efabless/openlane2,https://github.com/efabless/openlane2,2023,
4249,75,11,LibreLane,Physical,"Open-source ASIC flow",https://github.com/librelane/librelane,https://github.com/librelane/librelane,2024,
4255,75,11,"Synopsys DFTMAX",Physical,"Compression DFT tool",https://www.synopsys.com/,,2006,
4256,75,11,"Cadence Modus",Physical,"DFT and ATPG solution",https://www.cadence.com/,,2016,
4257,75,11,"Ansys Totem",Physical,"Power integrity signoff",https://www.ansys.com/products/semiconductors/ansys-totem,,2010,https://alion.io/jobs/ansys-totem?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4258,75,11,"Synopsys PrimePower",Physical,"Power analysis signoff",https://www.synopsys.com/,,2002,https://alion.io/jobs/synopsys-primepower?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4259,75,11,"Synopsys 3DIC Compiler",Physical,"3D-IC design platform",https://www.synopsys.com/,,2021,
4260,75,11,"Cadence Integrity 3D-IC",Physical,"3D-IC integration platform",https://www.cadence.com/,,2021,
12,0,12,Analytics,,,,,,https://alion.io/jobs/analytics?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
196,12,12,Tableau,Analytics,"Data visualization software",https://www.tableau.com/,,2003,https://alion.io/jobs/tableau?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
424,12,12,"Power BI",Analytics,"Business intelligence platform",https://powerbi.microsoft.com/,,2011,https://alion.io/jobs/power-bi?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
530,12,12,Seaborn,Analytics,"Data visualization library",https://seaborn.pydata.org/,https://github.com/mwaskom/seaborn,2012,https://alion.io/jobs/seaborn?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
531,12,12,Matplotlib,Analytics,"Data visualization library",https://matplotlib.org/,https://github.com/matplotlib/matplotlib,2003,https://alion.io/jobs/matplotlib?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
705,12,12,QlikSense,Analytics,"Business intelligence platform",https://www.qlik.com/us/products/qlik-sense,,2014,https://alion.io/jobs/qliksense?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
712,12,12,Plotly,Analytics,"Interactive plotting library",https://plotly.com/python/,https://github.com/plotly/plotly.py,2012,https://alion.io/jobs/plotly?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4853,12,12,ETL/ELT,Analytics,"Data pipeline pattern","https://en.wikipedia.org/wiki/Extract,_transform,_load",,1970,
4933,12,12,"A/B Testing",Analytics,"Controlled experiments",https://en.wikipedia.org/wiki/A/B_testing,,2000,
4965,12,12,Metabase,Analytics,,https://www.metabase.com/,,2015,
5010,12,12,Informatica,Analytics,,,,,
5011,12,12,Talend,Analytics,,,,,
5012,12,12,SSIS,Analytics,,,,,
5013,12,12,DataStage,Analytics,,,,,
5014,12,12,Pentaho,Analytics,,,,,
5015,12,12,"Oracle Data Integrator",Analytics,,,,,
5016,12,12,Alteryx,Analytics,,,,,
5017,12,12,Matillion,Analytics,,,,,
5018,12,12,Fivetran,Analytics,,,,,
5019,12,12,"Apache NiFi",Analytics,,,,,
5020,12,12,"Azure Data Factory",Analytics,,,,,
5021,12,12,"AWS Glue",Analytics,,,,,
5022,12,12,Looker,Analytics,,,,,
5023,12,12,Superset,Analytics,,,,,
5024,12,12,MicroStrategy,Analytics,,,,,
5025,12,12,Cognos,Analytics,,,,,
5026,12,12,"SAP BusinessObjects",Analytics,,,,,
5027,12,12,Sisense,Analytics,,,,,
5028,12,12,Domo,Analytics,,,,,
5029,12,12,SSAS,Analytics,,,,,
5030,12,12,"Microsoft Excel",Analytics,,,,,
5035,12,12,"Data Vault",Analytics,,,,,
5036,12,12,"Dimensional Modeling",Analytics,,,,,
5037,12,12,"Master Data Management",Analytics,,,,,
5038,12,12,Collibra,Analytics,,,,,
5039,12,12,Alation,Analytics,,,,,
5040,12,12,Erwin,Analytics,,,,,
13,0,13,Cryptography,,,,,,https://alion.io/jobs/cryptography?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
747,13,13,OpenSSL,Cryptography,"Cryptography toolkit",https://www.openssl.org,https://github.com/openssl/openssl,1998,https://alion.io/jobs/openssl?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1785,13,13,libsignal,Cryptography,"Encryption library",https://signal.org,https://github.com/signalapp/libsignal,2014,
1832,13,13,BoringSSL,Cryptography,"Cryptography library",https://boringssl.googlesource.com/boringssl,https://github.com/google/boringssl,2014,
1833,13,13,libsodium,Cryptography,"Cryptography library",https://libsodium.org,https://github.com/jedisct1/libsodium,2013,
1834,13,13,"Microsoft SEAL",Cryptography,"Homomorphic encryption library",https://www.microsoft.com/en-us/research/project/microsoft-seal/,https://github.com/microsoft/seal,2015,
1835,13,13,liboqs,Cryptography,"Post-quantum library",https://openquantumsafe.org,https://github.com/openquantumsafe/liboqs,2016,
1836,13,13,"Intel SGX SDK",Cryptography,"Confidential computing SDK",https://www.intel.com/content/www/us/en/developer/tools/software-guard-extensions/overview.html,https://github.com/intel/linux-sgx,2015,
1837,13,13,WolfSSL,Cryptography,"Embedded cryptography library",https://www.wolfssl.com,https://github.com/wolfssl/wolfssl,2006,https://alion.io/jobs/wolfssl?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1839,13,13,MP-SPDZ,Cryptography,"MPC framework",https://github.com/data61/MP-SPDZ,https://github.com/data61/mp-spdz,2018,
1840,13,13,StrongSwan,Cryptography,"IPsec VPN implementation",https://www.strongswan.org,https://github.com/strongswan/strongswan,2005,https://alion.io/jobs/strongswan?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2944,13,13,"Bouncy Castle",Cryptography,"Java cryptography APIs",https://www.bouncycastle.org,https://github.com/bcgit/bc-java,2000,
2945,13,13,Botan,Cryptography,"Cryptography library",https://botan.randombit.net,https://github.com/randombit/botan,2001,
2946,13,13,PyCryptodome,Cryptography,"Python cryptography library",https://www.pycryptodome.org,https://github.com/legrandin/pycryptodome,2014,
2947,13,13,"Google Tink",Cryptography,"Multi-language crypto library",https://developers.google.com/tink,https://github.com/tink-crypto/tink,2018,
2949,13,13,"Zama Concrete",Cryptography,"Fully homomorphic encryption library",https://zama.ai/concrete,https://github.com/zama-ai/concrete,2021,
2950,13,13,"Hyperledger Ursa",Cryptography,"Blockchain cryptography library",https://www.hyperledger.org/projects/ursa,https://github.com/hyperledger/ursa,2019,
2952,13,13,Kyber,Cryptography,"Post-quantum KEM",https://pq-crystals.org/kyber,https://github.com/pq-crystals/kyber,2017,
2953,13,13,Dilithium,Cryptography,"Post-quantum signature scheme",https://pq-crystals.org/dilithium,https://github.com/pq-crystals/dilithium,2017,
2954,13,13,Vault,Cryptography,"Secret management tool",https://www.vaultproject.io,https://github.com/hashicorp/vault,2015,https://alion.io/jobs/vault?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2955,13,13,GPG,Cryptography,"Encryption and signing tool",https://gnupg.org,,1999,https://alion.io/jobs/gpg?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2956,13,13,"ARM Mbed TLS",Cryptography,"Embedded SSL/TLS library",https://www.trustedfirmware.org/projects/mbed-tls,https://github.com/mbed-tls/mbedtls,2008,
2958,13,13,Tink,Cryptography,"Cryptography library",https://developers.google.com/tink,https://github.com/tink-crypto/tink,2018,
2959,13,13,TFHE,Cryptography,"Homomorphic encryption library",https://tfhe.github.io/tfhe,https://github.com/tfhe/tfhe,2016,
2960,13,13,HElib,Cryptography,"Homomorphic encryption library",https://github.com/homenc/HElib,https://github.com/homenc/helib,2013,
3163,13,13,NaCl,Cryptography,"Networking and Cryptography library",https://nacl.cr.yp.to/,https://github.com/v8/nacl,2008,
3164,13,13,Crypto++,Cryptography,"C++ class library of cryptographic schemes",https://cryptopp.com/,https://github.com/weidai11/cryptopp,1995,
3165,13,13,PyNaCl,Cryptography,"Python binding to libsodium",https://pynacl.readthedocs.io/,https://github.com/pyca/pynacl,2013,
3166,13,13,"WebCrypto API",Cryptography,"Native cryptography in web browsers",https://www.w3.org/TR/WebCryptoAPI/,,2017,
3167,13,13,OpenSSH,Cryptography,"Secure Shell connectivity tool",https://www.openssh.com/,https://github.com/openssh/openssh-portable,1999,https://alion.io/jobs/openssh?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3168,13,13,LibreSSL,Cryptography,"Fork of OpenSSL with focus on security",https://www.libressl.org/,https://github.com/libressl-portable/portable,2014,
3169,13,13,"Signal Protocol",Cryptography,"End-to-end encryption protocol",https://signal.org/docs/,https://github.com/signalapp/libsignal,2013,
3170,13,13,Snarkjs,Cryptography,"JavaScript library for zk-SNARKs",https://github.com/iden3/snarkjs,https://github.com/iden3/snarkjs,2018,
14,0,14,Design,,,,,,https://alion.io/jobs/design?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
266,14,14,"Adobe Photoshop",Design,"Raster graphics editor",https://www.adobe.com/products/photoshop,,1990,https://alion.io/jobs/adobe-photoshop?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
267,14,14,"3ds Max",Design,"3D modeling software",https://www.autodesk.com/products/3ds-max,,1996,https://alion.io/jobs/3ds-max?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
272,14,14,Blender,Design,"Open-source 3D suite",https://www.blender.org,https://github.com/blender/blender,1994,https://alion.io/jobs/blender?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
275,14,14,SolidWorks,Design,"3D CAD software",https://www.solidworks.com/,,1995,https://alion.io/jobs/solidworks?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
477,14,14,Maya,Design,"3D animation software",https://www.autodesk.com/products/maya,,1998,https://alion.io/jobs/maya?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
581,14,14,"Adobe Premiere Pro",Design,"Video editing software",https://www.adobe.com/products/premiere,,2003,https://alion.io/jobs/adobe-premiere-pro?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
669,14,14,"Adobe Illustrator",Design,"Vector graphics editor",https://www.adobe.com/products/illustrator,,1987,https://alion.io/jobs/adobe-illustrator?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
670,14,14,Figma,Design,"Collaborative UI/UX design",https://www.figma.com,,2016,https://alion.io/jobs/figma?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
835,14,14,Sketch,Design,"Vector design software",https://www.sketch.com,,2010,https://alion.io/jobs/sketch?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
837,14,14,Procreate,Design,"Digital illustration app",https://procreate.com,,2011,https://alion.io/jobs/procreate?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
838,14,14,"Adobe InDesign",Design,"Desktop publishing software",https://www.adobe.com/products/indesign,,1999,https://alion.io/jobs/adobe-indesign?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1239,14,14,ProtoPie,Design,"Interactive prototyping tool",https://www.protopie.io,,2017,https://alion.io/jobs/protopie?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1574,14,14,Framer,Design,"Web design platform",https://www.framer.com,,2014,https://alion.io/jobs/framer?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1575,14,14,"Adobe After Effects",Design,"Motion graphics software",https://www.adobe.com/products/aftereffects,,1993,https://alion.io/jobs/adobe-after-effects?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1576,14,14,Spline,Design,"3D design tool",https://spline.design,,2020,https://alion.io/jobs/spline?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1599,14,14,"Fusion 360",Design,"Cloud 3D CAD software",https://www.autodesk.com/products/fusion-360/overview,,2013,https://alion.io/jobs/fusion-360?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1662,14,14,AutoCAD,Design,"Computer-aided design",https://www.autodesk.com/products/autocad,,1982,https://alion.io/jobs/autocad?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2991,14,14,"Adobe XD",Design,"UI/UX design tool",https://www.adobe.com/products/xd,,2016,https://alion.io/jobs/adobe-xd?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2992,14,14,"Cinema 4D",Design,"3D modeling and animation",https://www.maxon.net/products/cinema-4d,,1990,https://alion.io/jobs/cinema-4d?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2993,14,14,ZBrush,Design,"Digital sculpting software",https://www.maxon.net/products/zbrush,,1999,https://alion.io/jobs/zbrush?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2994,14,14,Webflow,Design,"Visual web development",https://webflow.com,,2013,https://alion.io/jobs/webflow?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2995,14,14,Zeplin,Design,"Design handoff tool",https://zeplin.io,,2014,https://alion.io/jobs/zeplin?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2996,14,14,"DaVinci Resolve",Design,"Video editing and color",https://www.blackmagicdesign.com/products/davinciresolve,,2004,https://alion.io/jobs/davinci-resolve?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2997,14,14,"Affinity Designer",Design,"Vector design software",https://affinity.serif.com/designer,,2014,
2998,14,14,"Axure RP",Design,"High-fidelity prototyping",https://www.axure.com,,2002,https://alion.io/jobs/axure-rp?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2999,14,14,"Substance 3D Painter",Design,"3D texturing software",https://www.adobe.com/products/substance3d-painter,,2014,https://alion.io/jobs/substance-3d-painter?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4819,14,14,InVision,Design,"Design collaboration platform",https://www.invisionapp.com/,,2011,https://alion.io/jobs/invision?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4820,14,14,Balsamiq,Design,"Wireframing tool",https://balsamiq.com/,,2008,https://alion.io/jobs/balsamiq?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4821,14,14,UserTesting,Design,"User research platform",https://www.usertesting.com/,,2007,https://alion.io/jobs/usertesting?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4822,14,14,"Origami Studio",Design,"Interaction prototyping tool",https://origami.design/,,2016,
4823,14,14,Rive,Design,"Interactive animation tool",https://rive.app/,https://github.com/rive-app,2020,https://alion.io/jobs/rive?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4824,14,14,Canva,Design,"Online design tool",https://www.canva.com/,,2013,https://alion.io/jobs/canva?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4825,14,14,Zeroheight,Design,"Design system documentation",https://zeroheight.com/,,2017,
4826,14,14,FigJam,Design,"Collaborative whiteboard",https://www.figma.com/figjam/,,2021,https://alion.io/jobs/figjam?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
15,0,15,IoT,,,,,,https://alion.io/jobs/iot?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1683,15,15,"Zephyr OS",IoT,"Real-time operating system",https://www.zephyrproject.org/,https://github.com/zephyrproject-rtos/zephyr,2016,https://alion.io/jobs/zephyr-os?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1789,15,15,ZeroTier,IoT,"Network virtualization",https://www.zerotier.com,https://github.com/zerotier/zerotierone,2011,
1790,15,15,"Tailscale SDK",IoT,"Secure mesh VPN",https://tailscale.com,https://github.com/tailscale/tailscale,2019,
1843,15,15,MQTT,IoT,"IoT messaging protocol",https://mqtt.org/,,1999,https://alion.io/jobs/mqtt?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1844,15,15,CoAP,IoT,"IoT transfer protocol",https://coap.technology/,,2014,https://alion.io/jobs/coap?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1845,15,15,LoRaWAN,IoT,"LPWAN network protocol",https://lora-alliance.org/,,2015,https://alion.io/jobs/lorawan?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1846,15,15,OpenThread,IoT,"Mesh networking protocol",https://openthread.io/,https://github.com/openthread/openthread,2016,https://alion.io/jobs/openthread?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1847,15,15,Zigbee,IoT,"Wireless mesh protocol",https://csa-iot.org/all-solutions/zigbee/,,2004,https://alion.io/jobs/zigbee?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1848,15,15,FreeRTOS,IoT,"Real-time operating system",https://www.freertos.org/,https://github.com/freertos/freertos,2003,https://alion.io/jobs/freertos?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1849,15,15,"RIOT OS",IoT,"IoT operating system",https://www.riot-os.org/,https://github.com/riot-os/riot,2013,
1852,15,15,ThingsBoard,IoT,"IoT platform",https://thingsboard.io/,https://github.com/thingsboard/thingsboard,2016,https://alion.io/jobs/thingsboard?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1853,15,15,"EdgeX Foundry",IoT,"Edge computing platform",https://www.edgexfoundry.org/,https://github.com/edgexfoundry/edgex-go,2017,
1854,15,15,"Eclipse Kura",IoT,"IoT gateway framework",https://www.eclipse.org/kura/,https://github.com/eclipse/kura,2013,
1855,15,15,balenaOS,IoT,"IoT container OS",https://www.balena.io/os/,https://github.com/balena-os/balena-os,2016,
1856,15,15,ESP-IDF,IoT,"ESP32 development framework",https://docs.espressif.com/projects/esp-idf/,https://github.com/espressif/esp-idf,2016,https://alion.io/jobs/esp-idf?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1857,15,15,"ARM Mbed OS",IoT,"IoT operating system",https://os.mbed.com/,https://github.com/mbed-ce/mbed-os,2014,
1858,15,15,"OPC UA",IoT,"Industrial communication protocol",https://opcfoundation.org/,,2008,https://alion.io/jobs/opc-ua?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1859,15,15,Libmodbus,IoT,"Modbus protocol library",https://libmodbus.org/,https://github.com/stephane/libmodbus,2010,
2977,15,15,Matter,IoT,"Smart home protocol",https://csa-iot.org/all-solutions/matter/,https://github.com/project-chip/connectedhomeip,2022,https://alion.io/jobs/matter?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2978,15,15,"Arduino Core",IoT,"Embedded development framework",https://www.arduino.cc/,https://github.com/arduino/arduino,2005,
2979,15,15,"AWS IoT SDK",IoT,"IoT cloud SDK",https://aws.amazon.com/iot/,https://github.com/aws/aws-iot-device-sdk-cpp-v2,2015,
2980,15,15,MicroPython,IoT,"Python for microcontrollers",https://micropython.org/,https://github.com/micropython/micropython,2014,
2981,15,15,"Embedded Rust",IoT,"Systems programming language",https://www.rust-lang.org/what/embedded,https://github.com/rust-embedded,2018,
2982,15,15,Node-RED,IoT,"Flow-based IoT tool",https://nodered.org/,https://github.com/node-red/node-red,2013,https://alion.io/jobs/node-red?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2983,15,15,"Azure RTOS",IoT,"Industrial real-time OS",https://azure.microsoft.com/en-us/services/rtos/,https://github.com/eclipse-threadx/threadx,2019,
16,0,16,Management,,,,,,https://alion.io/jobs/management?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
305,16,16,Linear,Management,"Issue tracking tool",https://linear.app/,,2019,https://alion.io/jobs/linear?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
309,16,16,Asana,Management,"Project management platform",https://asana.com/,,2008,https://alion.io/jobs/asana?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
316,16,16,Slack,Management,"Team communication platform",https://slack.com/,,2013,https://alion.io/jobs/slack?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
317,16,16,Trello,Management,"Kanban collaboration tool",https://trello.com/,,2011,https://alion.io/jobs/trello?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
318,16,16,Monday.com,Management,"Work management platform",https://monday.com/,,2012,https://alion.io/jobs/monday-com?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
319,16,16,Miro,Management,"Visual collaboration platform",https://miro.com/,,2011,https://alion.io/jobs/miro?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
341,16,16,Confluence,Management,"Team collaboration software",https://www.atlassian.com/software/confluence,,2004,https://alion.io/jobs/confluence?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
799,16,16,ClickUp,Management,"Productivity management platform",https://clickup.com/,,2017,https://alion.io/jobs/clickup?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
800,16,16,Wrike,Management,"Work management platform",https://www.wrike.com/,,2006,https://alion.io/jobs/wrike?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
801,16,16,Smartsheet,Management,"Work management software",https://www.smartsheet.com/,,2006,https://alion.io/jobs/smartsheet?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
803,16,16,Notion,Management,"All-in-one workspace",https://www.notion.so/,,2016,https://alion.io/jobs/notion?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
804,16,16,Teamwork,Management,"Project management software",https://www.teamwork.com/,,2007,
805,16,16,Basecamp,Management,"Project management tool",https://basecamp.com/,,2004,https://alion.io/jobs/basecamp?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
806,16,16,Airtable,Management,"Low-code database platform",https://www.airtable.com/,,2012,https://alion.io/jobs/airtable?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
807,16,16,"Microsoft Project",Management,"Project planning software",https://www.microsoft.com/en-us/microsoft-365/project/project-management-software,,1984,https://alion.io/jobs/microsoft-project?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
846,16,16,Jira,Management,"Project management software",https://www.atlassian.com/software/jira,,2002,https://alion.io/jobs/jira?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
863,16,16,"Yandex Tracker",Management,"Issue tracking system",https://tracker.yandex.ru/,,2017,https://alion.io/jobs/yandex-tracker?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1482,16,16,YouTrack,Management,"Issue tracking software",https://www.jetbrains.com/youtrack/,,2010,https://alion.io/jobs/youtrack?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1484,16,16,Bitrix24,Management,"Business collaboration platform",https://www.bitrix24.com/,,2012,https://alion.io/jobs/bitrix24?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1600,16,16,"Google Workspace",Management,"Cloud productivity suite",https://workspace.google.com/,,2006,https://alion.io/jobs/google-workspace?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1601,16,16,Draw.io,Management,"Diagramming software",https://www.drawio.com/,https://github.com/jgraph/drawio,2012,https://alion.io/jobs/draw-io?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4851,16,16,n8n,Management,"Workflow automation tool",https://n8n.io/,https://github.com/n8n-io/n8n,2019,https://alion.io/jobs/n8n?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4852,16,16,ServiceNow,Management,"Enterprise workflow platform",https://www.servicenow.com/,,2004,https://alion.io/jobs/servicenow?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4905,16,16,Zapier,Management,"Automation platform",https://zapier.com/,,2011,https://alion.io/jobs/zapier?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4906,16,16,Make.com,Management,"Visual automation platform",https://www.make.com/,,2016,https://alion.io/jobs/make-com?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4907,16,16,UiPath,Management,"Robotic process automation",https://www.uipath.com/,,2005,https://alion.io/jobs/uipath?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4908,16,16,"Power Automate",Management,"Microsoft automation service",https://www.microsoft.com/power-platform/products/power-automate,,2016,https://alion.io/jobs/power-automate?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4909,16,16,"Power Apps",Management,"Low-code app platform",https://www.microsoft.com/power-platform/products/power-apps,,2016,https://alion.io/jobs/power-apps?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
4934,16,16,Gmail,Management,,https://mail.google.com/,,2004,
4935,16,16,"Google Drive",Management,,https://drive.google.com/,,2012,
4936,16,16,"Google Calendar",Management,,https://calendar.google.com/,,2006,
4937,16,16,"Google Sheets",Management,,https://sheets.google.com/,,2006,
4938,16,16,"Google Docs",Management,,https://docs.google.com/,,2006,
4939,16,16,"Google Maps",Management,,https://maps.google.com/,,2005,
4940,16,16,Outlook,Management,,https://outlook.com/,,1997,
4941,16,16,"Microsoft Teams",Management,,https://teams.microsoft.com/,,2017,
4942,16,16,OneDrive,Management,,https://onedrive.com/,,2007,
4943,16,16,SharePoint,Management,,https://www.microsoft.com/sharepoint,,2001,
4944,16,16,Dropbox,Management,,https://www.dropbox.com/,,2007,
4945,16,16,Obsidian,Management,,https://obsidian.md/,,2020,
4946,16,16,Discord,Management,,https://discord.com/,,2015,
4947,16,16,Telegram,Management,,https://telegram.org/,,2013,
4948,16,16,WhatsApp,Management,,https://www.whatsapp.com/,,2009,
4949,16,16,Zoom,Management,,https://zoom.us/,,2011,
4950,16,16,Intercom,Management,,https://www.intercom.com/,,2011,
4951,16,16,Freshdesk,Management,,https://www.freshworks.com/freshdesk/,,2010,
4952,16,16,Stripe,Management,,https://stripe.com/,,2010,
4954,16,16,QuickBooks,Management,,https://quickbooks.intuit.com/,,1983,
4955,16,16,Xero,Management,,https://www.xero.com/,,2006,
4962,16,16,"Home Assistant",Management,,https://www.home-assistant.io/,,2013,
5041,16,16,Agile,Management,"Iterative delivery in short cycles",,,2001,
5042,16,16,Scrum,Management,"Sprint-based agile framework",,,1995,
5043,16,16,Kanban,Management,"Flow-based work management",,,2004,
5076,16,16,UML,Management,,,,,
5077,16,16,BPMN,Management,,,,,
5078,16,16,ITIL,Management,,,,,
5079,16,16,ITSM,Management,,,,,
5080,16,16,Waterfall,Management,,,,,
5081,16,16,"Service Desk",Management,,,,,
5082,16,16,Naumen,Management,,,,,
5084,16,16,МойОфис,Management,,,,,
5085,16,16,Р7-Офис,Management,,,,,
5086,16,16,Диадок,Management,,,,,
5087,16,16,СБИС,Management,,,,,
5088,16,16,Контур,Management,,,,,
5089,16,16,Directum,Management,,,,,
5090,16,16,Docsvision,Management,,,,,
5091,16,16,ELMA,Management,,,,,
5092,16,16,"Галактика ERP",Management,,,,,
5093,16,16,Парус,Management,,,,,
5094,16,16,"Microsoft Office",Management,,,,,
6145,16,16,"Oracle ERP",Management,,,,,
17,0,17,Marketing,,,,,,https://alion.io/jobs/marketing?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
244,17,17,"Meta Ads",Marketing,"Social media advertising",https://www.facebook.com/business/ads,,2007,
245,17,17,Salesforce,Marketing,"Enterprise CRM platform",https://www.salesforce.com/,https://github.com/salesforce,1999,https://alion.io/jobs/salesforce?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
257,17,17,"LinkedIn Ads",Marketing,"B2B advertising platform",https://business.linkedin.com/marketing-solutions/ads,,2011,
259,17,17,"Google Ads",Marketing,"Online advertising platform",https://ads.google.com/,,2000,
574,17,17,Zendesk,Marketing,"Customer service software",https://www.zendesk.com/,https://github.com/zendesk,2007,https://alion.io/jobs/zendesk?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
814,17,17,HubSpot,Marketing,"Inbound marketing CRM",https://www.hubspot.com/,https://github.com/hubspot,2006,https://alion.io/jobs/hubspot?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
815,17,17,"Zoho CRM",Marketing,"Business process CRM",https://www.zoho.com/crm/,https://github.com/zoho,2005,
816,17,17,ActiveCampaign,Marketing,"Marketing automation platform",https://www.activecampaign.com/,,2003,https://alion.io/jobs/activecampaign?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
817,17,17,Pipedrive,Marketing,"Sales pipeline CRM",https://www.pipedrive.com/,https://github.com/pipedrive,2010,
818,17,17,Freshworks,Marketing,"Customer engagement suite",https://www.freshworks.com/,https://github.com/freshworks,2010,
819,17,17,Mailchimp,Marketing,"Email marketing platform",https://mailchimp.com/,https://github.com/mailchimp,2001,
820,17,17,Marketo,Marketing,"Marketing automation software",https://www.marketo.com/,,2006,
821,17,17,Sendinblue,Marketing,"Marketing communication suite",https://www.brevo.com/,https://github.com/getbrevo,2012,
826,17,17,Iterable,Marketing,"Customer engagement platform",https://iterable.com/,https://github.com/iterable,2013,
830,17,17,ClickFunnels,Marketing,"Sales funnel builder",https://www.clickfunnels.com/,,2014,
831,17,17,SendPulse,Marketing,"Multi-channel marketing",https://sendpulse.com/,https://github.com/sendpulse,2015,
1578,17,17,GA4,Marketing,"Web analytics platform",https://analytics.google.com/,,2020,https://alion.io/jobs/ga4?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1580,17,17,Amplitude,Marketing,"Product analytics platform",https://amplitude.com/,https://github.com/amplitude,2012,https://alion.io/jobs/amplitude?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1581,17,17,Mixpanel,Marketing,"Behavioral analytics tool",https://mixpanel.com/,https://github.com/mixpanel,2009,https://alion.io/jobs/mixpanel?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1582,17,17,"Yandex Metrica",Marketing,"Web analytics tool",https://metrica.yandex.com/,,2008,
1586,17,17,"TikTok Ads",Marketing,"Video advertising platform",https://ads.tiktok.com/,,2020,
1587,17,17,Semrush,Marketing,"SEO and SEM platform",https://www.semrush.com/,,2008,
1588,17,17,Ahrefs,Marketing,"SEO analysis toolset",https://ahrefs.com/,,2010,
1589,17,17,"Screaming Frog",Marketing,"SEO spider tool",https://www.screamingfrog.co.uk/,,2010,
1590,17,17,Roistat,Marketing,"Marketing analytics system",https://roistat.com/,,2014,
1591,17,17,Unisender,Marketing,"Email marketing service",https://www.unisender.com/,,2008,
1592,17,17,Mindbox,Marketing,"Customer data platform",https://mindbox.cloud/,,2010,
1593,17,17,AmoCRM,Marketing,"Sales management CRM",https://www.amocrm.com/,,2009,
1594,17,17,Hotjar,Marketing,"User behavior analytics",https://www.hotjar.com/,,2014,
4953,17,17,Shopify,Marketing,,https://www.shopify.com/,,2006,
4956,17,17,YouTube,Marketing,,https://www.youtube.com/,,2005,
4957,17,17,Spotify,Marketing,,https://www.spotify.com/,,2006,
4958,17,17,"X (Twitter)",Marketing,,https://x.com/,,2006,
4959,17,17,LinkedIn,Marketing,,https://www.linkedin.com/,,2003,
4960,17,17,Reddit,Marketing,,https://www.reddit.com/,,2005,
4961,17,17,Instagram,Marketing,,https://www.instagram.com/,,2010,
18,0,18,NeuroTech,,,,,,
1821,18,18,OpenBCI,NeuroTech,"Open-source BCI platform",https://openbci.com,https://github.com/openbci,2014,
1822,18,18,BCI2000,NeuroTech,"General-purpose BCI system",https://www.bci2000.org,https://github.com/bci2000/bci2000,2000,
1823,18,18,"Lab Streaming Layer",NeuroTech,"Bio-signal streaming protocol",https://labstreaminglayer.org,https://github.com/sccn/labstreaminglayer,2012,
1824,18,18,MNE-Python,NeuroTech,"Neurophysiological data processing",https://mne.tools,https://github.com/mne-tools/mne-python,2011,
1825,18,18,Braindecode,NeuroTech,"Deep learning EEG library",https://braindecode.org,https://github.com/braindecode/braindecode,2017,
1826,18,18,NeuroPype,NeuroTech,"Real-time biosignal platform",https://www.neuropype.io,,2015,
1827,18,18,EEGLAB,NeuroTech,"EEG signal processing toolbox",https://sccn.ucsd.edu/eeglab,https://github.com/sccn/eeglab,2004,
1828,18,18,FieldTrip,NeuroTech,"Neuroscience data analysis",https://www.fieldtriptoolbox.org,https://github.com/fieldtrip/fieldtrip,2003,
1829,18,18,"g.tec Suite",NeuroTech,"BCI development system",https://www.gtec.at,,2005,
1830,18,18,MoBI,NeuroTech,"Mobile brain imaging framework",https://sccn.ucsd.edu/wiki/mobi,,2010,
2962,18,18,OpenViBE,NeuroTech,"Real-time neurosciences platform",http://openvibe.inria.fr,https://github.com/openvibe/openvibe,2009,
2963,18,18,"Emotiv Cortex",NeuroTech,"EEG headset API platform",https://www.emotiv.com,,2016,
2964,18,18,"Muse SDK",NeuroTech,"Mobile EEG development tools",https://choosemuse.com,,2014,
2965,18,18,"Neurosity SDK",NeuroTech,"Developer-friendly BCI API",https://neurosity.co,https://github.com/neurosity,2019,
2966,18,18,"Neuralink API",NeuroTech,"High-bandwidth BCI interface",https://neuralink.com,,2023,
2967,18,18,PyRiemann,NeuroTech,"Riemannian geometry BCI library",https://pyriemann.readthedocs.io,https://github.com/pyriemann/pyriemann,2015,
2968,18,18,MNE-CPP,NeuroTech,"Real-time neural processing framework",https://mne-cpp.github.io,https://github.com/mne-tools/mne-cpp,2013,
2970,18,18,"Unicorn SDK",NeuroTech,"Hybrid BCI development kit",https://www.unicorn-bi.com,,2018,
2971,18,18,BCILAB,NeuroTech,"Advanced BCI design toolbox",https://sccn.ucsd.edu/wiki/bcilab,https://github.com/sccn/bcilab,2010,
2972,18,18,"Neuroscan Curry",NeuroTech,"Multi-modal neuroimaging software",https://compumedicsneuroscan.com,,1995,
2973,18,18,"BrainVision PyCorder",NeuroTech,"Python-based EEG acquisition software",https://www.brainproducts.com,,2008,
2974,18,18,"BioSemi ActiView",NeuroTech,"Real-time biosignal acquisition software",https://www.biosemi.com,,2000,
2975,18,18,Psychopy,NeuroTech,"Experimental stimulus presentation library",https://www.psychopy.org,https://github.com/psychopy/psychopy,2003,
2976,18,18,DeepEEG,NeuroTech,"EEG deep learning framework",https://deepeeg-docs.readthedocs.io,https://github.com/mne-tools/mne-deep,2017,
19,0,19,QA,,,,,,https://alion.io/jobs/qa?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
200,19,19,TestRail,QA,"Test management software",https://www.testrail.com/,,2010,https://alion.io/jobs/testrail?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
201,19,19,TestNG,QA,"Java testing framework",https://testng.org/,https://github.com/testng-team/testng,2004,https://alion.io/jobs/testng?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
203,19,19,Selenium,QA,"Browser automation framework",https://www.selenium.dev/,https://github.com/seleniumhq/selenium,2004,https://alion.io/jobs/selenium?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
204,19,19,Cucumber,QA,"BDD testing framework",https://cucumber.io/,https://github.com/cucumber,2008,https://alion.io/jobs/cucumber?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
206,19,19,JMeter,QA,"Performance testing tool",https://jmeter.apache.org/,https://github.com/apache/jmeter,1998,https://alion.io/jobs/jmeter?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
208,19,19,Cypress,QA,"Frontend testing framework",https://www.cypress.io/,https://github.com/cypress-io/cypress,2017,https://alion.io/jobs/cypress?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
209,19,19,Playwright,QA,"Web automation framework",https://playwright.dev/,https://github.com/microsoft/playwright,2020,https://alion.io/jobs/playwright?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
220,19,19,Swagger,QA,"API documentation tool",https://swagger.io/,https://github.com/swagger-api,2011,https://alion.io/jobs/swagger?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
223,19,19,Gatling,QA,"Load testing tool",https://gatling.io/,https://github.com/gatling/gatling,2012,https://alion.io/jobs/gatling?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
225,19,19,"Chrome DevTools",QA,"Browser developer tools",https://developer.chrome.com/docs/devtools/,https://github.com/chromedevtools,2008,https://alion.io/jobs/chrome-devtools?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
227,19,19,Appium,QA,"Mobile automation framework",https://appium.io/,https://github.com/appium/appium,2012,https://alion.io/jobs/appium?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
525,19,19,Postman,QA,"API development platform",https://www.postman.com/,https://github.com/postmanlabs,2012,https://alion.io/jobs/postman?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
591,19,19,WebDriverIO,QA,"Node.js automation framework",https://webdriver.io/,https://github.com/webdriverio/webdriverio,2011,https://alion.io/jobs/webdriverio?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
592,19,19,BrowserStack,QA,"Cloud testing platform",https://www.browserstack.com/,https://github.com/browserstack,2011,https://alion.io/jobs/browserstack?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
593,19,19,LambdaTest,QA,"Cloud testing platform",https://www.lambdatest.com/,https://github.com/lambdatest,2017,https://alion.io/jobs/lambdatest?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
594,19,19,"Allure Reporting",QA,"Test reporting framework",https://allurereport.org/,https://github.com/allure-framework,2013,https://alion.io/jobs/allure-reporting?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
645,19,19,Jest,QA,"JavaScript testing framework",https://jestjs.io/,https://github.com/jestjs/jest,2014,https://alion.io/jobs/jest?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1474,19,19,Insomnia,QA,"API testing client",https://insomnia.rest/,https://github.com/kong/insomnia,2014,https://alion.io/jobs/insomnia?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1475,19,19,Rest-Assured,QA,"Java API testing library",https://rest-assured.io/,https://github.com/rest-assured/rest-assured,2010,https://alion.io/jobs/rest-assured?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1567,19,19,Pytest,QA,"Python testing framework",https://pytest.org/,https://github.com/pytest-dev/pytest,2004,https://alion.io/jobs/pytest?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1568,19,19,Mocha,QA,"JavaScript testing framework",https://mochajs.org/,https://github.com/mochajs/mocha,2011,https://alion.io/jobs/mocha?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1569,19,19,Sentry,QA,"Error tracking platform",https://sentry.io/,https://github.com/getsentry/sentry,2008,https://alion.io/jobs/sentry?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1570,19,19,Pact,QA,"Contract testing framework",https://pact.io/,https://github.com/pact-foundation,2013,https://alion.io/jobs/pact?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1631,19,19,Vitest,QA,"Vite testing framework",https://vitest.dev/,https://github.com/vitest-dev/vitest,2021,https://alion.io/jobs/vitest?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3019,19,19,"Robot Framework",QA,"Keyword-driven automation framework",https://robotframework.org/,https://github.com/robotframework/robotframework,2008,https://alion.io/jobs/robot-framework?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3020,19,19,k6,QA,"Modern load testing tool",https://k6.io/,https://github.com/grafana/k6,2017,https://alion.io/jobs/k6?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3021,19,19,Locust,QA,"Scalable performance testing tool",https://locust.io/,https://github.com/locustio/locust,2011,https://alion.io/jobs/locust?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3022,19,19,XCUITest,QA,"iOS UI testing framework",https://developer.apple.com/documentation/xctest,,2015,https://alion.io/jobs/xcuitest?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3023,19,19,Detox,QA,"Mobile testing library",https://wix.github.io/detox/,https://github.com/wix/detox,2016,https://alion.io/jobs/detox?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3024,19,19,Applitools,QA,"AI-powered visual testing",https://applitools.com/,https://github.com/applitools,2013,https://alion.io/jobs/applitools?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3025,19,19,Supertest,QA,"HTTP assertion library",https://github.com/ladjs/supertest,https://github.com/ladjs/supertest,2014,https://alion.io/jobs/supertest?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3026,19,19,"Charles Proxy",QA,"Web debugging proxy",https://www.charlesproxy.com/,,2002,https://alion.io/jobs/charles-proxy?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3027,19,19,"Karate DSL",QA,"Test automation framework",https://www.karatelabs.io/,https://github.com/karatelabs/karate,2017,https://alion.io/jobs/karate-dsl?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
3028,19,19,SoapUI,QA,"Web service testing tool",https://www.soapui.org/,https://github.com/smartbear/soapui,2005,https://alion.io/jobs/soapui?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
20,0,20,Quantum,,,,,,https://alion.io/jobs/quantum?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1810,20,20,Qiskit,Quantum,"Quantum development SDK",https://qiskit.org/,https://github.com/qiskit/qiskit,2017,https://alion.io/jobs/qiskit?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1811,20,20,Cirq,Quantum,"Quantum programming library",https://quantumai.google/cirq,https://github.com/quantumlib/cirq,2018,https://alion.io/jobs/cirq?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1812,20,20,PennyLane,Quantum,"Quantum machine learning library",https://pennylane.ai/,https://github.com/pennylaneai/pennylane,2018,https://alion.io/jobs/pennylane?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1813,20,20,TKET,Quantum,"Quantum software development kit",https://cqcl.github.io/tket/,https://github.com/cqcl/tket,2019,
1815,20,20,Stim,Quantum,"Quantum error correction simulator",https://github.com/quantumlib/Stim,https://github.com/quantumlib/stim,2021,https://alion.io/jobs/stim?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1816,20,20,QuTiP,Quantum,"Quantum dynamics simulator",https://qutip.org/,https://github.com/qutip/qutip,2012,
1818,20,20,pyQuil,Quantum,"Quantum programming library",https://pyquil.readthedocs.io/,https://github.com/rigetti/pyquil,2017,
1819,20,20,Qibo,Quantum,"Quantum computing framework",https://qibo.science/,https://github.com/qiboteam/qibo,2020,
2927,20,20,"Amazon Braket",Quantum,"Cloud quantum computing service",https://aws.amazon.com/braket/,https://github.com/aws/amazon-braket-sdk-python,2019,
2928,20,20,"D-Wave Ocean",Quantum,"SDK for quantum annealing",https://www.dwavesys.com/solutions-and-products/ocean/,https://github.com/dwavesystems/dwave-ocean-sdk,2017,
2929,20,20,"Strawberry Fields",Quantum,"Photonic quantum computing library",https://strawberryfields.ai/,https://github.com/xanaduai/strawberryfields,2018,
2930,20,20,"TensorFlow Quantum",Quantum,"Quantum machine learning library",https://www.tensorflow.org/quantum,https://github.com/tensorflow/quantum,2020,
2931,20,20,Pulser,Quantum,"Neutral atom quantum library",https://pulser.readthedocs.io/,https://github.com/pasqal-io/pulser,2021,
2932,20,20,Bloqade,Quantum,"Neutral atom quantum simulator",https://www.quera.com/bloqade,https://github.com/quera-computing/bloqade.jl,2022,
2935,20,20,MQT,Quantum,"Munich Quantum Toolkit",https://mqt.readthedocs.io/,https://github.com/cda-tum/mqt,2021,
2936,20,20,Blueqat,Quantum,"Quantum computing library",https://blueqat.com/,https://github.com/blueqat/blueqat,2018,
2937,20,20,Quirk,Quantum,"Visual quantum circuit simulator",https://algassert.com/quirk,https://github.com/strilanc/quirk,2016,
2938,20,20,"D-Wave Leap",Quantum,"Quantum cloud service",https://www.dwavesys.com/take-leap,,2018,
2939,20,20,"Qiskit Runtime",Quantum,"Quantum computing runtime",https://www.ibm.com/quantum/qiskit-runtime,https://github.com/qiskit/qiskit-ibm-runtime,2021,
2940,20,20,IonQ,Quantum,"Trapped-ion quantum platform",https://ionq.com/,,2019,
2941,20,20,"Rigetti Forest",Quantum,"Quantum software development suite",https://www.rigetti.com/forest,,2017,
2942,20,20,"Intel Quantum SDK",Quantum,"SDK for quantum computing",https://www.intel.com/content/www/us/en/developer/tools/quantum-sdk/overview.html,,2022,
3000,20,20,IQM,Quantum,"Quantum hardware platform",https://www.meetiqm.com/,,2018,
3004,20,20,"Alice & Bob",Quantum,"Quantum hardware platform",https://alice-bob.com/,,2020,
3005,20,20,"Qiskit Nature",Quantum,"Quantum chemistry library",https://qiskit-community.github.io/qiskit-nature/,https://github.com/qiskit-community/qiskit-nature,2021,
3006,20,20,"Qiskit Machine Learning",Quantum,"Quantum machine learning",https://qiskit-community.github.io/qiskit-machine-learning/,https://github.com/qiskit-community/qiskit-machine-learning,2021,
21,0,21,SpaceTech,,,,,,https://alion.io/jobs/spacetech?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1861,21,21,Orekit,SpaceTech,"Space dynamics library",https://www.orekit.org/,https://github.com/orekit/orekit,2008,https://alion.io/jobs/orekit?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1862,21,21,"NASA cFS",SpaceTech,"Flight software framework",https://cfs.gsfc.nasa.gov/,https://github.com/nasa/cfs,2015,https://alion.io/jobs/nasa-cfs?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1863,21,21,RTEMS,SpaceTech,"Real-time operating system",https://www.rtems.org/,https://github.com/rtems/rtems,1988,https://alion.io/jobs/rtems?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1864,21,21,GDAL,SpaceTech,"Geospatial data library",https://gdal.org/,https://github.com/osgeo/gdal,2000,https://alion.io/jobs/gdal?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1865,21,21,SNAP,SpaceTech,"Earth observation platform",https://step.esa.int/main/toolboxes/snap/,,2015,
1866,21,21,SpiceyPy,SpaceTech,"Python wrapper for SPICE",https://spiceypy.readthedocs.io/,https://github.com/andrewannex/spiceypy,2014,
1867,21,21,"SPICE Toolkit",SpaceTech,"Observation geometry toolkit",https://naif.jpl.nasa.gov/naif/toolkit.html,,1984,
1868,21,21,RTKLIB,SpaceTech,"GNSS positioning library",http://www.rtklib.com/,https://github.com/tomojitakasu/rtklib,2007,
1869,21,21,Yamcs,SpaceTech,"Mission control framework",https://yamcs.org/,https://github.com/yamcs/yamcs,2010,
1870,21,21,GMAT,SpaceTech,"Space mission design tool",https://gmat.gsfc.nasa.gov/,https://github.com/gsfc/gmat,2007,https://alion.io/jobs/gmat?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1896,21,21,PDAL,SpaceTech,"Point cloud data library",https://pdal.io/,https://github.com/pdal/pdal,2014,https://alion.io/jobs/pdal?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1897,21,21,"Orfeo ToolBox",SpaceTech,"Remote sensing library",https://www.orfeo-toolbox.org/,https://github.com/orfeotoolbox/otb,2006,
1898,21,21,"Sentinel Hub SDK",SpaceTech,"Satellite imagery SDK",https://www.sentinel-hub.com/,https://github.com/sentinel-hub/sentinelhub-py,2016,
1899,21,21,QGIS,SpaceTech,"Open source GIS software",https://qgis.org/,https://github.com/qgis/qgis,2002,https://alion.io/jobs/qgis?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1900,21,21,WhiteboxTools,SpaceTech,"Geospatial analysis engine",https://www.whiteboxgeo.com/,https://github.com/jblindsay/whiteboxtools,2017,
1901,21,21,"GRASS GIS",SpaceTech,"Geospatial analysis suite",https://grass.osgeo.org/,https://github.com/osgeo/grass,1984,
1902,21,21,GeoServer,SpaceTech,"Geospatial data server",https://geoserver.org/,https://github.com/geoserver/geoserver,2001,https://alion.io/jobs/geoserver?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
1903,21,21,PySTAC,SpaceTech,"STAC metadata library",https://pystac.readthedocs.io/,https://github.com/stac-utils/pystac,2019,https://alion.io/jobs/pystac?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
2984,21,21,"Open MCT",SpaceTech,"Mission control framework",https://nasa.github.io/openmct/,https://github.com/nasa/openmct,2015,
2985,21,21,"F Prime",SpaceTech,"Space software framework",https://fprime.jpl.nasa.gov/,https://github.com/nasa/fprime,2017,
2986,21,21,Astropy,SpaceTech,"Astronomy Python library",https://www.astropy.org/,https://github.com/astropy/astropy,2011,
2987,21,21,Poliastro,SpaceTech,"Astrodynamics library",https://docs.poliastro.space/,https://github.com/poliastro/poliastro,2013,
2988,21,21,"NASA WorldWind",SpaceTech,"Virtual globe SDK",https://worldwind.arc.nasa.gov/,https://github.com/nasa/worldwind,2004,
2989,21,21,Skyfield,SpaceTech,"Astronomy library",https://rhodesmill.org/skyfield/,https://github.com/skyfielders/python-skyfield,2015,
6064,21,21,STK,SpaceTech,,,,,
6065,21,21,CATIA,SpaceTech,,,,,
6066,21,21,"Siemens NX",SpaceTech,,,,,
6067,21,21,Nastran,SpaceTech,,,,,
6068,21,21,Patran,SpaceTech,,,,,
6069,21,21,Femap,SpaceTech,,,,,
6070,21,21,Abaqus,SpaceTech,,,,,
6071,21,21,ANSYS,SpaceTech,,,,,
6072,21,21,STAR-CCM+,SpaceTech,,,,,
6073,21,21,OpenFOAM,SpaceTech,,,,,
6074,21,21,DO-178C,SpaceTech,,,,,
6075,21,21,DO-254,SpaceTech,,,,,
6076,21,21,DO-160,SpaceTech,,,,,
6077,21,21,ARINC,SpaceTech,,,,,
6078,21,21,MIL-STD-1553,SpaceTech,,,,,
6079,21,21,SpaceWire,SpaceTech,,,,,
6080,21,21,CCSDS,SpaceTech,,,,,
6081,21,21,ECSS,SpaceTech,,,,,
6082,21,21,AS9100,SpaceTech,,,,,
6083,21,21,GD&T,SpaceTech,,,,,
6084,21,21,FMEA,SpaceTech,,,,,
6085,21,21,"Thermal Desktop",SpaceTech,,,,,
6086,21,21,SysML,SpaceTech,,,,,
6087,21,21,"Cameo Systems Modeler",SpaceTech,,,,,
6088,21,21,"IBM DOORS",SpaceTech,,,,,
6089,21,21,MBSE,SpaceTech,,,,,
6001,0,6001,"Life Sciences",,,,,,
6011,6001,6001,CRISPR,"Life Sciences",,,,,
6012,6001,6001,qPCR,"Life Sciences",,,,,
6013,6001,6001,PCR,"Life Sciences",,,,,
6014,6001,6001,"Flow Cytometry","Life Sciences",,,,,
6015,6001,6001,ELISA,"Life Sciences",,,,,
6016,6001,6001,"Western Blot","Life Sciences",,,,,
6017,6001,6001,"Cell Culture","Life Sciences",,,,,
6018,6001,6001,"Next-Generation Sequencing","Life Sciences",,,,,
6019,6001,6001,"Single-Cell Sequencing","Life Sciences",,,,,
6020,6001,6001,"Mass Spectrometry","Life Sciences",,,,,
6021,6001,6001,HPLC,"Life Sciences",,,,,
6022,6001,6001,Chromatography,"Life Sciences",,,,,
6023,6001,6001,Bioreactors,"Life Sciences",,,,,
6024,6001,6001,"Confocal Microscopy","Life Sciences",,,,,
6025,6001,6001,Immunohistochemistry,"Life Sciences",,,,,
6026,6001,6001,"Antibody Engineering","Life Sciences",,,,,
6027,6001,6001,"Molecular Cloning","Life Sciences",,,,,
6028,6001,6001,GMP,"Life Sciences",,,,,
6029,6001,6001,GLP,"Life Sciences",,,,,
6030,6001,6001,"Good Clinical Practice","Life Sciences",,,,,
6031,6001,6001,"ICH Guidelines","Life Sciences",,,,,
6032,6001,6001,CDISC,"Life Sciences",,,,,
6033,6001,6001,LIMS,"Life Sciences",,,,,
6034,6001,6001,Benchling,"Life Sciences",,,,,
6035,6001,6001,Veeva,"Life Sciences",,,,,
6036,6001,6001,"Medidata Rave","Life Sciences",,,,,
6037,6001,6001,"GraphPad Prism","Life Sciences",,,,,
6038,6001,6001,FlowJo,"Life Sciences",,,,,
6039,6001,6001,Biopython,"Life Sciences",,,,,
6041,6001,6001,PyMOL,"Life Sciences",,,,,
6042,6001,6001,"Waters Empower","Life Sciences",,,,,
6043,6001,6001,"Design of Experiments","Life Sciences",,,,,
6002,0,6002,MedTech,,,,,,https://alion.io/jobs/medtech?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
6044,6002,6002,"ISO 13485",MedTech,,,,,
6045,6002,6002,"ISO 14971",MedTech,,,,,
6046,6002,6002,"IEC 60601",MedTech,,,,,
6047,6002,6002,"IEC 62304",MedTech,,,,,
6048,6002,6002,"IEC 62366",MedTech,,,,,
6049,6002,6002,"21 CFR Part 820",MedTech,,,,,
6050,6002,6002,"21 CFR Part 11",MedTech,,,,,
6051,6002,6002,"FDA 510(k)",MedTech,,,,,
6052,6002,6002,"EU MDR",MedTech,,,,,
6053,6002,6002,IVDR,MedTech,,,,,
6054,6002,6002,DICOM,MedTech,,,,,
6055,6002,6002,HL7,MedTech,,,,,
6056,6002,6002,FHIR,MedTech,,,,,
6057,6002,6002,"Design Controls",MedTech,,,,,
6058,6002,6002,"Design History File",MedTech,,,,,
6059,6002,6002,"Verification & Validation",MedTech,,,,,
6060,6002,6002,"ISO 10993",MedTech,,,,,
6061,6002,6002,"Sterilization Validation",MedTech,,,,,
6062,6002,6002,"Human Factors Engineering",MedTech,,,,,
6063,6002,6002,CAPA,MedTech,,,,,https://alion.io/jobs/capa?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
6003,0,6003,Energy,,,,,,
6107,6003,6003,PSS/E,Energy,,,,,
6108,6003,6003,PSCAD,Energy,,,,,
6109,6003,6003,ETAP,Energy,,,,,
6110,6003,6003,PowerFactory,Energy,,,,,
6111,6003,6003,PowerWorld,Energy,,,,,
6112,6003,6003,PLEXOS,Energy,,,,,
6113,6003,6003,"HOMER Pro",Energy,,,,,
6114,6003,6003,PVsyst,Energy,,,,,
6115,6003,6003,OpenDSS,Energy,,,,,
6116,6003,6003,"System Advisor Model",Energy,,,,,
6117,6003,6003,WindPRO,Energy,,,,,
6118,6003,6003,MCNP,Energy,,,,,
6119,6003,6003,Serpent,Energy,,,,,
6120,6003,6003,RELAP5,Energy,,,,,
6121,6003,6003,MELCOR,Energy,,,,,
6122,6003,6003,"Battery Management Systems",Energy,,,,,
6123,6003,6003,"Electrochemical Impedance Spectroscopy",Energy,,,,,
6124,6003,6003,"Battery Cyclers",Energy,,,,,
6125,6003,6003,"IEC 61850",Energy,,,,,
6126,6003,6003,DNP3,Energy,,,,,
6127,6003,6003,"NERC CIP",Energy,,,,,
6128,6003,6003,"IEEE 1547",Energy,,,,,
6129,6003,6003,"Grid-Forming Inverters",Energy,,,,,
6130,6003,6003,"NRC Licensing",Energy,,,,,
6131,6003,6003,"ASME NQA-1",Energy,,,,,
6004,0,6004,Defense,,,,,,https://alion.io/jobs/defense?utm_source=huggingface&utm_medium=dataset&utm_campaign=role-technology-taxonomy
6132,6004,6004,MIL-STD-810,Defense,,,,,
6133,6004,6004,MIL-STD-461,Defense,,,,,
6134,6004,6004,MIL-STD-882,Defense,,,,,
6135,6004,6004,"Link 16",Defense,,,,,
6136,6004,6004,STANAG,Defense,,,,,
6137,6004,6004,DoDAF,Defense,,,,,
6138,6004,6004,OpenVPX,Defense,,,,,
6139,6004,6004,AFSIM,Defense,,,,,
6140,6004,6004,JADC2,Defense,,,,,
6141,6004,6004,"Radar Signal Processing",Defense,,,,,
6142,6004,6004,TEMPEST,Defense,,,,,
6143,6004,6004,EVMS,Defense,,,,,
6144,6004,6004,CMMC,Defense,,,,,