Field stringclasses 28
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values | Job roles stringlengths 9 57 | Programming Languages stringlengths 2 71 ⌀ | Tools stringlengths 18 159 | Skills stringlengths 53 463 | Educational Background stringlengths 30 83 |
|---|---|---|---|---|---|---|
Artificial Intelligence | MLOps / AI Ops | AIOps Platform Engineer | Python, Go, Java, Scala, Bash | Grafana, Prometheus, ELK Stack, Splunk, Datadog, Ansible, Terraform, Kubernetes, Jenkins, Airflow | Observability, automation, incident management, anomaly detection, log analytics, infrastructure as code, container orchestration, CI/CD, troubleshooting, collaboration | Bachelor's (Cloud Computing, AI, Software Engineering) |
Artificial Intelligence | MLOps / AI Ops | Data Versioning & Governance Engineer | Python, SQL, Scala, Java, R | DVC, MLflow, Delta Lake, Apache Atlas, DataHub, Great Expectations, Airflow, Git, dbt, Collibra | Data versioning, metadata management, data lineage, governance frameworks, quality assurance, schema design, documentation, compliance, collaboration, problem-solving | Bachelor's (Data Science, Information Systems, AI) |
Artificial Intelligence | MLOps / AI Ops | AI/ML DevOps Specialist | Python, Go, Bash, YAML, Java | Docker, Kubernetes, Jenkins, GitLab CI, Argo CD, MLflow, Seldon Core, Terraform, Ansible, AWS CodePipeline | CI/CD, containerization, orchestration, automation, model deployment, monitoring, version control, scripting, security best practices, teamwork | Bachelor's (Computer Science, DevOps, AI) |
Artificial Intelligence | MLOps / AI Ops | Scalable ML Systems Architect | Python, Java, Scala, Go, SQL | Kubernetes, Apache Spark, TensorFlow Serving, Seldon Core, Kafka, Hadoop, Docker, Terraform, AWS, GCP | System architecture, scalability, distributed systems, microservices, data pipelines, performance optimization, cost optimization, capacity planning, stakeholder communication, leadership | Master's (Systems Architecture, Machine Learning, Cloud Computing) |
Artificial Intelligence | null | ML Workflow Automation Engineer | Python, Bash, Groovy, YAML, Java | Airflow, Argo Workflows, Kubeflow Pipelines, Jenkins, GitHub Actions, Prefect, MLflow, Terraform, Ansible, Dagster | Workflow orchestration, automation, pipeline development, scheduling, monitoring, debugging, version control, CI/CD, documentation, collaboration | Bachelor's (Computer Science, AI, Automation Engineering) |
Data Science | Data Analysis | Data Analyst | SQL, Python, R, SAS, Julia | Excel, Tableau, Power BI, Google Data Studio, Jupyter Notebook, Git, Snowflake, Hadoop | Data cleaning, data visualization, statistical analysis, SQL querying, A/B testing, descriptive analytics, critical thinking, communication, problem-solving, attention to detail | Bachelor's (Data Science, Statistics, Computer Science) |
Data Science | Data Analysis | Business Data Analyst | SQL, Python, R, VBA | Excel, Tableau, Power BI, Alteryx, Looker | Data modeling, KPI definition, stakeholder management, requirements gathering, business acumen, communication | Bachelor's (Business Analytics, Data Science, Economics) |
Data Science | Data Analysis | Quantitative Analyst (Quant) | Python, R, C++, MATLAB, Julia | Bloomberg Terminal, Excel, RStudio, Git, SQL | Time series analysis, statistical modeling, risk management, stochastic calculus, financial modeling, algorithm development | Master's (Quantitative Finance, Applied Mathematics, Statistics) |
Data Science | Data Analysis | Product Data Analyst | SQL, Python, R | Mixpanel, Amplitude, Google Analytics, Tableau, Jupyter Notebook | A/B testing, cohort analysis, product metrics definition, data visualization, SQL querying, stakeholder communication | Bachelor's (Data Science, Business Analytics, Computer Science) |
Data Science | Data Analysis | Operations Data Analyst | SQL, Python, VBA | Excel, SAP, Tableau, Power BI, Alteryx | Process optimization, forecasting, KPI tracking, supply chain analysis, operations research, problem-solving | Bachelor's (Operations Research, Data Science, Industrial Engineering) |
Data Science | Data Analysis | Marketing Data Analyst | SQL, Python, R | Google Analytics, Adobe Analytics, Tableau, Excel, Looker | Campaign analysis, attribution modeling, A/B testing, SEO/SEM analysis, data visualization, storytelling | Bachelor's (Marketing Analytics, Data Science, Business Analytics) |
Data Science | Data Analysis | Financial Data Analyst | Excel, SQL, Python, R | Excel, Bloomberg Terminal, Power BI, Tableau, QuickBooks | Financial modeling, budgeting & forecasting, variance analysis, financial reporting, accounting principles, attention to detail | Bachelor's (Finance, Data Science, Economics) |
Data Science | Data Analysis | Healthcare Data Analyst | SQL, Python, R, SAS | Excel, Tableau, Power BI, Epic, Cerner | data cleaning, healthcare analytics, HIPAA compliance, statistical analysis, clinical data interpretation, data privacy, communication | Bachelor's (Health Informatics, Data Science, Public Health) |
Data Science | Data Analysis | Customer Insights Analyst | SQL, Python, R | Tableau, Power BI, Qualtrics, SPSS, Salesforce CRM | customer segmentation, survey design, market research, data visualization, consumer behavior analysis, storytelling, stakeholder communication | Bachelor's (Market Research, Data Science, Business Analytics) |
Data Science | Data Analysis | Risk Data Analyst | SQL, Python, R | Excel, SAS, Bloomberg Terminal, RStudio, Tableau | risk modeling, Monte Carlo simulation, credit risk analysis, regulatory compliance, statistical analysis, data quality | Bachelor's (Risk Management, Data Science, Statistics) |
Data Science | Data Analysis | Fraud Data Analyst | SQL, Python, R | Excel, SAS, ACL, Splunk, Tableau | fraud detection, anomaly detection, pattern recognition, data mining, machine learning, investigative analysis, attention to detail | Bachelor's (Cybersecurity, Data Science, Finance) |
Data Science | Data Analysis | Reporting Analyst | SQL, Python, Excel | Excel, Power BI, Tableau, SSRS, Crystal Reports | report development, dashboard creation, data visualization, SQL querying, requirements gathering, attention to detail, communication | Bachelor's (Information Systems, Data Science, Business Analytics) |
Data Science | Data Engineering | Data Engineer | Python, SQL, Java, Scala, Go | Apache Spark, Hadoop, Airflow, Kafka, Git, Docker, Kubernetes | ETL design, data modeling, distributed systems, pipeline orchestration, performance tuning, troubleshooting, scalability, Linux | Bachelor's (Computer Science, Data Engineering, Information Systems) |
Data Science | Data Engineering | ETL Developer | SQL, Python, Java, Scala | Informatica, Talend, SSIS, AWS Glue, Azure Data Factory, Apache NiFi | ETL mapping, transformation logic, workflow orchestration, data validation, performance tuning, debugging, documentation, attention to detail | Bachelor's (Computer Science, Data Engineering, Information Systems) |
Data Science | Data Engineering | Data Pipeline Engineer | Python, SQL, Scala, Go | Apache Airflow, Kafka, Flink, Luigi, AWS Lambda, Google Cloud Dataflow | Real-time processing, pipeline optimization, error handling, logging, monitoring, data lineage, automation, scalability | Bachelor's (Computer Science, Data Engineering, Software Engineering) |
Data Science | Data Engineering | Data Warehouse Engineer | SQL, Python, R | Snowflake, Amazon Redshift, Google BigQuery, Azure Synapse, dbt, Looker | Data modeling, star schema design, performance tuning, OLAP systems, partitioning, indexing, data governance, documentation | Bachelor's (Information Systems, Data Engineering, Computer Science) |
Data Science | Data Engineering | Cloud Data Engineer | Python, SQL, Java, Go | AWS S3, AWS Redshift, AWS Glue, GCP BigQuery, GCP Dataflow, Azure Data Factory, Azure Synapse, Terraform, Docker | Cloud architecture, serverless computing, infrastructure as code, security, cost optimization, deployment automation, networking, scalability | Bachelor's (Cloud Computing, Data Engineering, Computer Science) |
Data Science | Data Engineering | Data Integration Engineer | Python, SQL, Java, JavaScript | Informatica, Talend, MuleSoft, Dell Boomi, SSIS, Fivetran | API integration, data mapping, schema alignment, workflow orchestration, error handling, performance tuning, troubleshooting, collaboration | Bachelor's (Computer Science, Data Management, Information Systems) |
Data Science | Data Engineering | Big Data Engineer | Java, Scala, Python, SQL | Hadoop, Spark, Hive, HBase, Kafka, Flink, Elasticsearch | Distributed computing, large-scale data processing, cluster configuration, performance tuning, data ingestion, real-time analytics, caching, scalability | Bachelor's (Big Data Analytics, Computer Science, Data Engineering) |
Data Science | Data Engineering | Streaming Data Engineer | Java, Scala, Python, SQL, Go | Apache Kafka, Flink, Spark Streaming, AWS Kinesis, Pulsar, NiFi | Stream processing, event-driven architecture, latency optimization, backpressure handling, fault tolerance, real-time analytics, schema management, monitoring | Bachelor's (Computer Science, Data Engineering, Real-Time Systems) |
Data Science | Data Engineering | Real-time Data Pipeline Developer | Python, Java, Scala, SQL, Go | Apache Beam, Spark Structured Streaming, Kafka, AWS Kinesis Data Analytics, Google Cloud Dataflow, NiFi | Low-latency processing, data serialization (Avro/Protobuf), error handling, throughput optimization, data validation, pipeline orchestration, CI/CD, monitoring | Bachelor's (Computer Science, Data Engineering, Software Engineering) |
Data Science | Data Engineering | Platform Data Engineer | Python, Java, Go, Scala, SQL | Kubernetes, Docker, Terraform, Helm, Airflow, Argo CD | Platform design, infrastructure as code, CI/CD, multi-tenant architecture, reliability engineering, observability, policy-as-code, performance tuning | Bachelor's (Computer Science, Data Platforms, Information Systems) |
Data Science | Data Engineering | Data Lake Architect | SQL, Python, Scala, Java | HDFS, AWS S3, Delta Lake, Apache Iceberg, Databricks, Glue Catalog | Data lake architecture, metadata management, zone design, data cataloging, governance, security, partitioning strategies, cost optimization | Master's (Data Architecture, Computer Science, Cloud Computing) |
Data Science | Data Engineering | Data Infrastructure Engineer | Python, Go, Java, SQL | Terraform, Kubernetes, Docker, Ansible, Prometheus, Grafana | Infrastructure as code, cloud service integration, monitoring, logging, scalability, security, disaster recovery, scripting, uptime management | Bachelor's (Computer Science, Information Systems, Data Engineering) |
Data Science | Big Data | Big Data Engineer | Java, Scala, Python, SQL | Hadoop, Spark, Hive, HBase, Kafka, Flink | distributed computing, cluster management, performance tuning, large-scale data processing, data ingestion, fault tolerance, scalability | Bachelor's (Computer Science, Big Data Analytics, Data Engineering) |
Data Science | Big Data | Hadoop Developer | Java, Scala, Python, SQL | HDFS, MapReduce, YARN, Hive, Pig, Oozie, Sqoop | MapReduce programming, HDFS design, cluster configuration, performance tuning, data ingestion, scripting, troubleshooting | Bachelor's (Computer Science, Data Engineering, Information Systems) |
Data Science | Big Data | Spark Developer | Scala, Java, Python, SQL | Spark Core, Spark SQL, Spark Streaming, MLlib, GraphX, Databricks | RDD/DataFrame optimization, streaming, batch processing, performance tuning, machine learning pipelines, debugging | Bachelor's (Computer Science, Data Engineering, Big Data Technologies) |
Data Science | Big Data | Big Data Architect | Java, Python, SQL, Scala | Hadoop, Spark, Kafka, Flink, AWS EMR, Azure HDInsight | system architecture, data modeling, capacity planning, scalability, security engineering, cost optimization, governance | Master's (Data Architecture, Computer Science, Big Data Systems) |
Data Science | Big Data | Distributed Systems Engineer | Java, Go, C++, Python, Scala | Kubernetes, Docker, Zookeeper, Kafka, Cassandra, gRPC | distributed algorithms, consensus protocols, fault tolerance, network programming, scalability, observability, debugging | Master's (Distributed Systems, Computer Science, Software Engineering) |
Data Science | Big Data | Data Lakes Engineer | Python, SQL, Scala, Java | AWS S3, Azure Data Lake, Delta Lake, Apache Iceberg, Databricks, Glue | data lake architecture, metadata management, schema evolution, partitioning strategies, data ingestion, governance, security | Bachelor's (Computer Science, Data Engineering, Cloud Computing) |
Data Science | Big Data | Big Data Platform Engineer | Java, Scala, Python, SQL | Hadoop, Spark, Kubernetes, Docker, Airflow, Mesos | platform development, automation, CI/CD, deployment, monitoring, multi-tenant management, scalability | Bachelor's (Computer Science, Big Data Technologies, Information Systems) |
Data Science | Big Data | NoSQL Data Engineer | Python, Java, Scala, JavaScript, SQL | MongoDB, Cassandra, Redis, Elasticsearch, Apache Kafka, Apache Spark, HBase, Couchbase | Data modeling, sharding & replication, indexing & query optimization, ETL pipelines, schema design, distributed systems, performance tuning, data integration, problem solving, collaboration skills | Bachelor's (Computer Science, Database Systems, Information Technology) |
Data Science | Big Data | Big Data ETL Developer | Python, Java, Scala, SQL | Apache NiFi, Talend, Informatica, AWS Glue, Pentaho, Apache Airflow | ETL pipeline design, data warehousing, batch processing, data cleansing, schema mapping, performance optimization, debugging, documentation, collaboration | Bachelor's (Data Engineering, Computer Science, Information Systems) |
Data Science | Big Data | Batch Processing Engineer | Java, Scala, Python, SQL | Apache Hadoop, Spark, MapReduce, AWS EMR, Google Cloud Dataflow, Azure Data Factory, Oozie | Batch job scheduling, parallel processing, resource allocation, performance tuning, fault tolerance, data partitioning, workflow orchestration, debugging, communication | Bachelor's (Computer Science, Data Engineering, Software Engineering) |
Data Science | Big Data | Big Data DevOps Engineer | Python, Bash, Java, Scala | Docker, Kubernetes, Terraform, Ansible, Jenkins, Apache Ambari, AWS EMR, Azure HDInsight | CI/CD, infrastructure as code, monitoring & logging, automation, cluster management, scalability, containerization, security best practices, collaboration | Bachelor's (DevOps Engineering, Computer Science, Cloud Computing) |
Data Science | Big Data | Data Streaming Specialist | Java, Scala, Python, SQL | Apache Kafka, Flink, Spark Streaming, AWS Kinesis, Pulsar, Confluent Platform, Apache NiFi | Real-time data processing, event-driven architecture, low-latency design, stream partitioning, fault tolerance, schema registry, throughput optimization, pipeline monitoring, teamwork | Bachelor's (Computer Science, Real-Time Data Systems, Data Engineering) |
Data Science | Statistical Modeling | Statistical Data Scientist | Python, R, SQL, SAS | scikit-learn, TensorFlow, RStudio, Jupyter, SPSS, MATLAB | hypothesis testing, regression analysis, experimental design, feature engineering, data visualization, statistical inference, problem solving, communication, critical thinking | Master's (Statistics, Data Science, Applied Mathematics, Computer Science) |
Data Science | Statistical Modeling | Biostatistician | R, SAS, Python, SQL | SAS Clinical, RStudio, STATA, SPSS, JMP, BioConductor | survival analysis, clinical trial design, mixed models, longitudinal data analysis, regulatory standards, data cleaning, reporting, collaboration, attention to detail | Master's (Biostatistics, Public Health, Statistics, Epidemiology) |
Data Science | Statistical Modeling | Econometrician | Stata, R, Python, MATLAB | EViews, GRETL, RStudio, SQL, Excel | time series analysis, panel data modeling, instrumental variables, cointegration, forecasting, regression diagnostics, economic theory, quantitative reasoning, report writing | Master's (Econometrics, Economics, Statistics, Applied Mathematics) |
Data Science | Statistical Modeling | Quantitative Modeler | Python, R, C++, MATLAB | QuantLib, RStudio, Excel, SQL, Bloomberg Terminal | stochastic modeling, Monte Carlo simulation, optimization, derivative pricing, risk metrics, financial mathematics, data analysis, attention to accuracy, teamwork | Master's (Quantitative Finance, Applied Mathematics, Statistics, Computer Science) |
Data Science | Statistical Modeling | Statistical Programmer | SAS, R, Python, SQL | SAS Base, SAS Macro, RStudio, Jupyter, Git | data manipulation, macro programming, reporting, validation & QC, automation, version control, documentation, debugging, teamwork | Bachelor's (Statistics, Computer Science, Data Science) |
Data Science | Statistical Modeling | Risk Modeling Analyst | Python, R, SQL, SAS | SAS Risk, Moodys Analytics, RStudio, Excel, MATLAB | credit risk modeling, PD/LGD/EAD estimation, stress testing, scenario analysis, validation, regulatory compliance, statistical analysis, communication, problem solving | Master's (Financial Engineering, Statistics, Data Science, Risk Management) |
Data Science | Statistical Modeling | Predictive Modeling Specialist | Python, R, SQL, Scala | scikit-learn, H2O.ai, XGBoost, TensorFlow, Spark MLlib | feature selection, model evaluation, cross-validation, ensemble methods, hyperparameter tuning, data preprocessing, A/B testing, business acumen, collaboration | Master's (Data Science, Applied Mathematics, Statistics, Computer Science) |
Data Science | Statistical Modeling | Statistical Consultant | R, Python, SAS, SQL | RStudio, SAS Enterprise Guide, Jupyter, Excel, Tableau | statistical consulting, experimental design, data interpretation, client communication, hypothesis testing, model selection, report writing, problem framing, stakeholder management | Master's (Statistics, Data Science, Applied Mathematics, Economics) |
Data Science | Statistical Modeling | Machine Learning Modeler | Python, R, Java, Julia | scikit-learn, TensorFlow, PyTorch, Keras, MLflow | feature engineering, model selection, cross-validation, hyperparameter tuning, algorithm implementation, performance evaluation, reproducibility, critical thinking, teamwork | Master's (Machine Learning, Statistics, Computer Science, Data Science) |
Data Science | Statistical Modeling | Clinical Data Modeler | SAS, R, SQL, Python | CDISC ODM, SAS Clinical, OpenCDMS, RStudio, Oracle Clinical | data standards (CDISC), clinical trial data structuring, metadata management, data validation, SAS programming, documentation, regulatory compliance, attention to detail, collaboration | Master's (Biostatistics, Clinical Data Science, Public Health, Statistics) |
Data Science | Statistical Modeling | Bayesian Modeling Specialist | R, Python, Stan, Julia | Stan, PyMC3/PyMC4, JAGS, RStan, ArviZ | Bayesian inference, MCMC sampling, hierarchical modeling, prior selection, posterior analysis, probabilistic programming, model checking, statistical theory, communication | PhD (Bayesian Statistics, Applied Mathematics, Statistics, Data Science) |
Data Science | Statistical Modeling | Forecasting Analyst | Python, R, SQL, MATLAB | Prophet, Forecasting Toolbox, Excel, RStudio, Tableau | time series analysis, ARIMA/ETS modeling, exponential smoothing, seasonal decomposition, demand forecasting, accuracy metrics, scenario planning, data visualization, business insight | Master's (Statistics, Data Science, Business Analytics, Applied Mathematics) |
Data Science | Data Visualization | Data Visualization Specialist | JavaScript, Python, R, SQL | D3.js, Tableau, Power BI, ggplot2, Plotly, Adobe Illustrator | visual design principles, chart selection, data storytelling, UI/UX, interaction design, data cleaning, color theory, communication, attention to detail | Bachelor's (Data Science, Computer Science, Graphic Design) |
Data Science | Data Visualization | BI Developer (Business Intelligence) | SQL, Python, DAX, MDX | Power BI, Tableau, Looker, QlikView, SSRS, SSAS | data modeling, ETL, OLAP cubes, report development, KPI definition, performance tuning, stakeholder engagement, documentation, problem solving | Bachelor's (Information Systems, Computer Science, Business Analytics) |
Data Science | Data Visualization | Data Dashboard Developer | JavaScript, SQL, Python, R | Tableau, Power BI, Grafana, Kibana, Looker | dashboard design, user requirements gathering, real-time data integration, responsive layouts, performance optimization, drill-down capabilities, user testing, collaboration, adaptability | Bachelor's (Computer Science, Data Science, Information Systems) |
Data Science | Data Visualization | Data Storytelling Expert | Python, R, SQL, JavaScript | Tableau, Power BI, D3.js, Adobe Illustrator, Canva | narrative development, audience analysis, visualization best practices, presentation skills, data interpretation, infographics, layout design, persuasive communication, creativity | Bachelor's (Data Science, Communications, Business Analytics) |
Data Science | Data Visualization | Tableau Developer | SQL, Python, R, MDX | Tableau Desktop, Tableau Server, Prep, Extensions API | workbook development, data blending, parameterization, calculated fields, dashboard actions, performance tuning, version control, training users, troubleshooting | Bachelor's (Computer Science, Data Science, Business Analytics) |
Data Science | Data Visualization | Power BI Analyst | DAX, M (Power Query), SQL, Python | Power BI Desktop, Power BI Service, Azure Synapse, Analysis Services | data transformation, report authoring, DAX formula writing, row-level security, data gateways, performance tuning, stakeholder workshops, documentation, analytical thinking | Bachelor's (Business Analytics, Information Systems, Data Science) |
Data Science | Data Visualization | Visualization Engineer | JavaScript, Python, TypeScript, SQL | D3.js, Vega/Vega-Lite, Deck.gl, Kepler.gl, Three.js | custom visual development, front-end integration, WebGL, API design, interactive graphics, performance optimization, code maintainability, collaboration, problem solving | Bachelor's (Computer Science, Data Science, Software Engineering) |
Data Science | Data Visualization | Interactive Data Visuals Designer | JavaScript, TypeScript, SQL, Python | D3.js, React, Three.js, Deck.gl, Observable | interaction design, UI/UX principles, animation techniques, responsive layouts, prototyping, data binding, storytelling, collaboration, creativity | Bachelor's (Graphic Design, UI/UX Design, Data Science) |
Data Science | Data Visualization | UX-focused Data Analyst | Python, R, SQL, JavaScript | Tableau, Power BI, Figma, Looker, ggplot2 | user research, wireframing, usability testing, data visualization, dashboard design, user journey mapping, communication, empathy, problem solving | Bachelor's (Data Science, UX Design, Human-Computer Interaction) |
Data Science | Data Visualization | D3.js Data Visualizer | JavaScript, TypeScript, HTML,CSS, SQL | D3.js, SVG, Canvas API, Observable, Webpack | DOM manipulation, data binding, scalable vector graphics, animation & transitions, performance tuning, custom chart design, debugging, version control, collaboration | Bachelor's (Computer Science, Front-End Development, Data Science) |
Data Science | Data Visualization | Reporting & Visualization Consultant | SQL, Python, R, JavaScript | Tableau, Power BI, Looker, Qlik Sense, Excel | business requirements gathering, stakeholder management, dashboard & report design, data storytelling, presentation skills, project planning, training, critical thinking, adaptability | Bachelor's (Business Analytics, Information Systems, Data Science) |
Data Science | Data Visualization | Real-time Data Visuals Engineer | JavaScript, Python, Go, SQL | Grafana, Kibana, WebSockets, D3.js, Apache Kafka | streaming data integration, low-latency rendering, WebSocket implementation, performance optimization, real-time dashboards, scalable architecture, monitoring, problem solving, teamwork | Bachelor's (Computer Science, Data Engineering, Information Systems) |
Data Science | DataOps | DataOps Engineer | Python, SQL, Bash, Go | Airflow, Dagster, Prefect, Kubernetes, Docker, Jenkins, Great Expectations, Git | pipeline orchestration, CI/CD, monitoring & alerting, automation, version control, collaboration, observability, troubleshooting, agile methodologies | Bachelor's (Computer Science, Data Engineering, Information Systems) |
Data Science | DataOps | Data Pipeline Automation Engineer | Python, SQL, Java, Bash | Apache Airflow, Luigi, Prefect, AWS Step Functions, Jenkins, Terraform, GitLab CI/CD | workflow scheduling, infrastructure as code, error handling, logging, scalability, version control, testing & validation, documentation, communication | Bachelor's (Computer Science, Data Engineering, Software Engineering) |
Data Science | DataOps | Data Platform Reliability Engineer | Python, Go, SQL, Bash | Kubernetes, Prometheus, Grafana, Terraform, Docker, AWS CloudWatch, ELK Stack, PagerDuty | SRE principles, monitoring & alerting, incident response, capacity planning, chaos engineering, performance tuning, automation, SLIs/SLOs, collaboration | Bachelor's (Computer Science, Data Engineering, Systems Engineering) |
Data Science | DataOps | Data Quality Assurance Engineer | Python, SQL, R, Java | Great Expectations, Deequ, Talend, Apache Griffin, dbt, Informatica, Jenkins, Git | data validation, test automation, profiling, anomaly detection, data lineage, root cause analysis, documentation, attention to detail, teamwork | Bachelor's (Information Systems, Data Science, Computer Science) |
Data Science | DataOps | Data Governance Specialist | SQL, Python, R, Excel | Collibra, Alation, Apache Atlas, Informatica Axon, Microsoft Purview, Talend Data Catalog | data cataloging, metadata management, policy development, data lineage, compliance, stakeholder engagement, training, communication, attention to compliance | Bachelor's (Information Systems, Data Management, Business Analytics) |
Data Science | DataOps | CI/CD for Data Engineer | Python, YAML, SQL, Bash | Jenkins, GitLab CI/CD, CircleCI, Azure DevOps, Docker, Kubernetes, Terraform, dbt | pipeline automation, version control, testing frameworks, deployment strategies, infrastructure as code, monitoring, rollback procedures, collaboration, documentation | Bachelor's (Computer Science, Software Engineering, Data Engineering) |
Data Science | DataOps | Metadata Management Engineer | SQL, Python, Java, R | Collibra, Alation, Apache Atlas, Talend Data Catalog, Informatica EDC, AWS Glue Data Catalog | metadata modeling, ontology design, data lineage, API integration, data discovery, governance frameworks, documentation, stakeholder collaboration, attention to detail | Bachelor's (Information Systems, Data Management, Computer Science) |
Data Science | DataOps | Data Observability Engineer | Python, SQL, Go, Bash | Monte Carlo, Databand, Bigeye, Great Expectations, Prometheus, Grafana, AWS CloudWatch | data lineage visualization, anomaly detection, SLA monitoring, alert configuration, root-cause analysis, instrumentation, dashboarding, collaboration, problem solving | Bachelor's (Computer Science, Data Engineering, Systems Engineering) |
Data Science | DataOps | Data Orchestration Specialist | Python, SQL, Bash, Java | Apache Airflow, Prefect, Dagster, AWS Step Functions, Kubernetes, Argo Workflows, Jenkins | workflow design, dependency management, error handling, retry logic, scheduling strategies, scalability, logging, version control, communication | Bachelor's (Data Engineering, Computer Science, Information Systems) |
Data Science | DataOps | DataOps Architect | Python, SQL, Go, YAML | Kubernetes, Terraform, Docker, Airflow, dbt, Jenkins, GitLab CI/CD, Great Expectations | architecture design, CI/CD pipeline design, infrastructure as code, governance policies, scalability planning, monitoring strategy, security best practices, cross-team alignment, documentation | Master's (Computer Science, Data Engineering, Information Systems) |
Data Science | DataOps | Data Monitoring & Alerting Engineer | Python, SQL, Bash, Go | Prometheus, Grafana, PagerDuty, Datadog, ELK Stack, AWS CloudWatch, Splunk | metric collection, SLA/SLO definitions, alert thresholds, dashboard creation, incident response, log aggregation, anomaly detection, collaboration, troubleshooting | Bachelor's (Computer Science, Systems Engineering, Information Systems) |
Data Science | DataOps | Collaborative Data Workflow Engineer | Python, SQL, R, Bash | dbt, GitHub Actions, Airflow, Prefect, Slack, Confluence, Jira | collaborative development, version control, CI/CD integration, documentation, workflow templating, role-based access, code reviews, continuous testing, communication | Bachelor's (Data Science, Information Systems, Computer Science |
Web Development | Frontend Development | Frontend Developer | JavaScript,TypeScript,HTML,CSS | Git,npm,Webpack,Babel,React,Vue.js,VS Code,Chrome DevTools,Figma,Jest | Responsive design,UI/UX design,Accessibility,Cross-browser compatibility,Debugging,Performance optimization,CSS pre-processing,Component-based architecture,Communication,Collaboration | Bachelor's (Computer Science, Software Engineering, Web Development) |
Web Development | Frontend Development | UI Developer | JavaScript,TypeScript,HTML,CSS | Git,npm,Webpack,Figma,Sketch,VS Code,Chrome DevTools,Jest,Storybook,Adobe XD | UI/UX design,Accessibility,Responsive design,Prototyping,Wireframing,Collaboration,Communication,Attention to detail,Problem-solving,User research | Bachelor's (Computer Science, UI/UX Design, Web Development) |
Web Development | Frontend Development | JavaScript Developer | JavaScript,TypeScript,HTML,CSS | Git,npm,Webpack,Babel,ESLint,VS Code,Chrome DevTools,Node.js,Postman,Jest | Asynchronous programming,Event-driven architecture,Debugging,Performance optimization,API integration,Cross-browser compatibility,Problem-solving,Version control,Collaboration,Communication | Bachelor's (Computer Science, Software Engineering, Web Development) |
Web Development | Frontend Development | React.js Developer | JavaScript,TypeScript,HTML,CSS | Git,npm,Webpack,Babel,VS Code,Chrome DevTools,ESLint,Prettier,Jest,Storybook | Component-based architecture,State management,Hooks,Performance optimization,Debugging,API integration,Testing,Responsive design,Communication,Collaboration | Bachelor's (Computer Science, Software Engineering, Web Development) |
Web Development | Frontend Development | Angular Developer | TypeScript,JavaScript,HTML,CSS | Git,npm,Angular CLI,VS Code,Chrome DevTools,RxJS,ESLint,Jasmine,Protractor,Karma | Component-based architecture,Dependency injection,Reactive programming,Routing,Forms management,Testing,Performance optimization,Debugging,Collaboration,Communication | Bachelor's (Computer Science, Software Engineering, Web Development) |
Web Development | Frontend Development | Vue.js Developer | JavaScript,TypeScript,HTML,CSS | Git,npm,Vue CLI,VS Code,Chrome DevTools,Vuex,Vue Router,ESLint,Jest,Cypress | Component-based architecture,Reactive data binding,State management,Routing,Composition API,Testing,Debugging,Performance optimization,Collaboration,Communication | Bachelor's (Computer Science, Software Engineering, Web Development) |
Web Development | Frontend Development | HTML/CSS Specialist | HTML,CSS,JavaScript | Git,Sass,Less,PostCSS,VS Code,Chrome DevTools,Stylelint,Gulp,Grunt,Emmet | Responsive design,Accessibility,Semantic markup,CSS architecture (BEM),Cross-browser compatibility,Flexbox/Grid,Performance optimization,Debugging,Attention to detail,Collaboration | Bachelor's (Web Development, UI/UX Design, Computer Science) |
Web Development | Frontend Development | Web UI Engineer | JavaScript,TypeScript,HTML,CSS | Git,npm,Webpack,Babel,VS Code,Chrome DevTools,Storybook,Jest,ESLint,Figma | Component-based architecture,UI/UX design,Responsive design,Accessibility,Performance optimization,Debugging,API integration,Collaboration,Communication | Bachelor's (Computer Science, UI/UX Design, Software Engineering) |
Web Development | Frontend Development | Mobile Web Interface Developer | JavaScript,TypeScript,HTML,CSS | Git,npm,Webpack,Chrome DevTools,Figma,React Native CLI,Ionic CLI,VS Code,Postman,Jest | Responsive design,Touch optimization,Progressive Web Apps,Cross-platform compatibility,Performance optimization,Offline support,Debugging,UI/UX design,Accessibility,Communication | Bachelor's (Computer Science, Mobile Development, Web Development) |
Web Development | Frontend Development | Frontend Performance Engineer | JavaScript,TypeScript,HTML,CSS | Lighthouse,Webpack,Chrome DevTools,Yarn,Vite,Rollup,PageSpeed Insights,New Relic,WebPageTest,PerfTools | Code splitting,Lazy loading,Caching strategies,Minification,Tree shaking,Profiling,Critical rendering path,Network optimization,Monitoring,Collaboration | Bachelor's (Computer Science, Software Engineering, Web Development) |
Web Development | Frontend Development | CSS/Animation Developer | CSS,Sass,Less,JavaScript | GreenSock (GSAP),Framer Motion,Chrome DevTools,Figma,Adobe After Effects,Webpack,PostCSS,VS Code,Stylelint,Lottie | Keyframe animations,Transitions,Timing functions,SVG animations,Responsive design,Animation performance,CSS architecture (BEM),Prototyping,Creativity,Attention to detail | Bachelor's (UI/UX Design, Web Development, Computer Science) |
Web Development | Frontend Development | Frontend Accessibility Engineer | HTML,CSS,JavaScript,ARIA | Axe,Wave,Chrome DevTools,Screen reader (NVDA/JAWS),Lighthouse,Deque tools,Storybook,VS Code,Accessibility Insights,Tenon | WCAG guidelines,Semantic HTML,Keyboard navigation,ARIA roles,Contrast testing,Assistive technologies,Accessibility auditing,User testing,Communication,Empathy | Bachelor's (Computer Science, Human-Computer Interaction, Web Development) |
Web Development | Backend Development | Backend Developer | Java,Python,Go,Ruby,SQL | Git,Docker,Kubernetes,Jenkins,Postman,MySQL,PostgreSQL,Redis,Eclipse,Visual Studio Code | RESTful architecture,Database design,Scalability,Security,Concurrency,Testing,Debugging,CI/CD,Version control,Problem-solving | Bachelor's (Computer Science, Software Engineering) |
Web Development | Backend Development | API Developer | JavaScript,Python,Java,Go,Ruby | Postman,Swagger,OpenAPI,Docker,Kong,Insomnia,GitHub,GitLab,VS Code,New Relic | RESTful design,Authentication/Authorization,Rate limiting,Versioning,Documentation,Error handling,Testing,Monitoring,Security,Collaboration | Bachelor's (Computer Science, Software Engineering) |
Web Development | Backend Development | Node.js Backend Engineer | JavaScript,TypeScript,SQL,NoSQL | Node.js,NPM,Yarn,Express,Koa,Docker,MongoDB,Redis,PM2,VS Code | Event-driven architecture,Asynchronous programming,API development,Microservices,Error handling,Testing,Performance tuning,Logging,Security,Collaboration | Bachelor's (Computer Science, Software Engineering) |
Web Development | Backend Development | Python/Django Backend Developer | Python,SQL,JavaScript | Django,Gunicorn,Celery,PostgreSQL,SQLite,Docker,Redis,PyTest,VS Code,Pipenv | MVC architecture,ORM,Authentication,REST framework,Migrations,Unit testing,Security,Caching,Debugging,Collaboration | Bachelor's (Computer Science, Software Engineering) |
Web Development | Backend Development | Java Spring Developer | Java,Kotlin,SQL | Spring Boot,Spring MVC,Spring Data,Jenkins,Maven,Gradle,PostgreSQL,MySQL,Docker,IntelliJ IDEA | Dependency injection,ORM,Microservices,REST APIs,Security,Transaction management,Testing,Configuration,Performance tuning,Collaboration | Bachelor's (Computer Science, Software Engineering) |
Web Development | Backend Development | PHP Backend Developer | PHP,SQL,JavaScript | Laravel,Symfony,Composer,MySQL,PostgreSQL,Redis,Docker,Xdebug,PHUnit,VS Code | MVC architecture,ORM,Routing,Authentication,Error handling,Security,Testing,Caching,Dependency management,Collaboration | Bachelor's (Computer Science, Software Engineering) |
Web Development | Backend Development | Ruby on Rails Developer | Ruby,SQL,JavaScript | Rails,RSpec,Capistrano,PostgreSQL,MySQL,Redis,Docker,Bundler,VS Code,Puma | MVC architecture,ActiveRecord,RESTful routes,Authentication,Background jobs,Testing,Migrations,Security,Caching,Collaboration | Bachelor's (Computer Science, Software Engineering) |
Web Development | Backend Development | RESTful Services Engineer | Java,Python,Go,Ruby,JavaScript | Postman,Swagger/OpenAPI,Docker,Kong,Insomnia,Git,VS Code,New Relic,API Gateway,Helm | API design,Versioning,Authentication/Authorization,Error handling,Documentation,Testing,Monitoring,Rate limiting,Security,Collaboration | Bachelor's (Computer Science, Software Engineering) |
Web Development | Backend Development | Microservices Backend Engineer | Java,Go,Python,JavaScript,Rust | Docker,Kubernetes,Istio,Spring Boot,Express,gRPC,Kafka,Prometheus,Helm,GitLab CI/CD | Service decomposition,Event-driven architecture,Circuit breaker,Service discovery,Scalability,Resilience,Containerization,CI/CD,Monitoring,Collaboration | Bachelor's (Computer Science, Software Engineering, Cloud Computing) |
Web Development | Backend Development | Backend Systems Architect | Java,Python,Go,Rust,SQL | AWS,GCP,Azure,Kubernetes,Docker,Terraform,Prometheus,Jenkins,ERD tools,Git | System design,Scalability,High availability,Load balancing,Security,Microservices,Distributed systems,Caching strategies,Messaging patterns,Team leadership | Master's (Software Engineering, Systems Architecture) |
Web Development | Backend Development | Database-Driven Web Developer | SQL,Python,PHP,Ruby,JavaScript | MySQL,PostgreSQL,MongoDB,Redis,Sequelize/ORM,Docker,pgAdmin,MongoDB Compass,Redis Insight,VS Code | Database modeling,ORM,Query optimization,ACID transactions,Schema design,Indexing,Backup & recovery,Security,Data migration,Collaboration | Bachelor's (Computer Science, Information Systems) |
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