The full dataset viewer is not available (click to read why). Only showing a preview of the rows.
The dataset generation failed because of a cast error
Error code: DatasetGenerationCastError
Exception: DatasetGenerationCastError
Message: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 2 new columns ({'user_info', 'test_cases'}) and 16 missing columns ({'source', 'candidate_id', 'years_experience', 'seniority_level', 'offered', 'sla_met', 'status', 'applied_at', 'skills', 'interviewed', 'email', 'education', 'reviewed', 'location', 'hired', 'department'}).
This happened while the json dataset builder was generating data using
hf://datasets/ibm-research/BPO-Bench/tasks.json (at revision 993e2684c43450963a8f29bd413b5bc070743442), [/tmp/hf-datasets-cache/medium/datasets/46881127155423-config-parquet-and-info-ibm-research-BPO-Bench-435fc77b/hub/datasets--ibm-research--BPO-Bench/snapshots/993e2684c43450963a8f29bd413b5bc070743442/large_response_fixture.json (origin=hf://datasets/ibm-research/BPO-Bench@993e2684c43450963a8f29bd413b5bc070743442/large_response_fixture.json), /tmp/hf-datasets-cache/medium/datasets/46881127155423-config-parquet-and-info-ibm-research-BPO-Bench-435fc77b/hub/datasets--ibm-research--BPO-Bench/snapshots/993e2684c43450963a8f29bd413b5bc070743442/tasks.json (origin=hf://datasets/ibm-research/BPO-Bench@993e2684c43450963a8f29bd413b5bc070743442/tasks.json), /tmp/hf-datasets-cache/medium/datasets/46881127155423-config-parquet-and-info-ibm-research-BPO-Bench-435fc77b/hub/datasets--ibm-research--BPO-Bench/snapshots/993e2684c43450963a8f29bd413b5bc070743442/tasks_edge_cases.json (origin=hf://datasets/ibm-research/BPO-Bench@993e2684c43450963a8f29bd413b5bc070743442/tasks_edge_cases.json), /tmp/hf-datasets-cache/medium/datasets/46881127155423-config-parquet-and-info-ibm-research-BPO-Bench-435fc77b/hub/datasets--ibm-research--BPO-Bench/snapshots/993e2684c43450963a8f29bd413b5bc070743442/tasks_http_errors.json (origin=hf://datasets/ibm-research/BPO-Bench@993e2684c43450963a8f29bd413b5bc070743442/tasks_http_errors.json), /tmp/hf-datasets-cache/medium/datasets/46881127155423-config-parquet-and-info-ibm-research-BPO-Bench-435fc77b/hub/datasets--ibm-research--BPO-Bench/snapshots/993e2684c43450963a8f29bd413b5bc070743442/tasks_schema_violations.json (origin=hf://datasets/ibm-research/BPO-Bench@993e2684c43450963a8f29bd413b5bc070743442/tasks_schema_violations.json), /tmp/hf-datasets-cache/medium/datasets/46881127155423-config-parquet-and-info-ibm-research-BPO-Bench-435fc77b/hub/datasets--ibm-research--BPO-Bench/snapshots/993e2684c43450963a8f29bd413b5bc070743442/tasks_type_mismatch.json (origin=hf://datasets/ibm-research/BPO-Bench@993e2684c43450963a8f29bd413b5bc070743442/tasks_type_mismatch.json), /tmp/hf-datasets-cache/medium/datasets/46881127155423-config-parquet-and-info-ibm-research-BPO-Bench-435fc77b/hub/datasets--ibm-research--BPO-Bench/snapshots/993e2684c43450963a8f29bd413b5bc070743442/tasks_undocumented.json (origin=hf://datasets/ibm-research/BPO-Bench@993e2684c43450963a8f29bd413b5bc070743442/tasks_undocumented.json)]
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1887, in _prepare_split_single
writer.write_table(table)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 675, in write_table
pa_table = table_cast(pa_table, self._schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
name: string
user_info: list<item: null>
child 0, item: null
test_cases: list<item: struct<description: string, difficulty: string, expected_output: struct<keywords: list<it (... 1180 chars omitted)
child 0, item: struct<description: string, difficulty: string, expected_output: struct<keywords: list<item: string> (... 1168 chars omitted)
child 0, description: string
child 1, difficulty: string
child 2, expected_output: struct<keywords: list<item: string>, response: string, tool_call_results: list<item: struct<name: st (... 1072 chars omitted)
child 0, keywords: list<item: string>
child 0, item: string
child 1, response: string
child 2, tool_call_results: list<item: struct<name: string, result: struct<calculation_notes: string, data_last_updated: string, (... 935 chars omitted)
child 0, item: struct<name: string, result: struct<calculation_notes: string, data_last_updated: string, datasets_u (... 923 chars omitted)
child 0, name: string
child 1, result: struct<calculation_notes: string, data_last_updated: string, datasets_used: list<item: string>, defi (... 893 chars omitted)
child 0, calculation_notes: string
child 1, data_last_updated: string
child 2, datasets_used: list<item: string>
child 0, item: string
child 3, definitions: struct<sla: string, s
...
obs_filled_percentage: int64
child 4, offer_acceptance_rate: double
child 5, percentage: int64
child 6, sla_percentage: int64
child 7, source_name: string
child 8, total_hires: int64
child 11, models_involved: list<item: string>
child 0, item: string
child 12, requisition_id: string
child 13, skill_name: string
child 14, sla_achievement_with_skill: int64
child 15, sla_achievement_without_skill: int64
child 16, time_frame_end: string
child 17, time_frame_start: string
child 18, top_metrics_considered: list<item: string>
child 0, item: string
child 19, total_candidate_volume: int64
child 20, total_requisitions: int64
child 21, total_requisitions_analysed: int64
child 3, tool_calls: list<item: struct<args: struct<>, name: string>>
child 0, item: struct<args: struct<>, name: string>
child 0, args: struct<>
child 1, name: string
child 3, intent: string
child 4, name: string
-- schema metadata --
pandas: '{"index_columns": [], "column_indexes": [], "columns": [{"name":' + 439
to
{'candidate_id': Value('string'), 'name': Value('string'), 'email': Value('string'), 'source': Value('string'), 'skills': List(Value('string')), 'applied_at': Value('timestamp[ns]'), 'status': Value('string'), 'department': Value('string'), 'seniority_level': Value('string'), 'sla_met': Value('bool'), 'reviewed': Value('bool'), 'interviewed': Value('bool'), 'offered': Value('bool'), 'hired': Value('bool'), 'years_experience': Value('int64'), 'education': Value('string'), 'location': Value('string')}
because column names don't match
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1347, in compute_config_parquet_and_info_response
parquet_operations = convert_to_parquet(builder)
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 980, in convert_to_parquet
builder.download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 884, in download_and_prepare
self._download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 947, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1736, in _prepare_split
for job_id, done, content in self._prepare_split_single(
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1889, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 2 new columns ({'user_info', 'test_cases'}) and 16 missing columns ({'source', 'candidate_id', 'years_experience', 'seniority_level', 'offered', 'sla_met', 'status', 'applied_at', 'skills', 'interviewed', 'email', 'education', 'reviewed', 'location', 'hired', 'department'}).
This happened while the json dataset builder was generating data using
hf://datasets/ibm-research/BPO-Bench/tasks.json (at revision 993e2684c43450963a8f29bd413b5bc070743442), [/tmp/hf-datasets-cache/medium/datasets/46881127155423-config-parquet-and-info-ibm-research-BPO-Bench-435fc77b/hub/datasets--ibm-research--BPO-Bench/snapshots/993e2684c43450963a8f29bd413b5bc070743442/large_response_fixture.json (origin=hf://datasets/ibm-research/BPO-Bench@993e2684c43450963a8f29bd413b5bc070743442/large_response_fixture.json), /tmp/hf-datasets-cache/medium/datasets/46881127155423-config-parquet-and-info-ibm-research-BPO-Bench-435fc77b/hub/datasets--ibm-research--BPO-Bench/snapshots/993e2684c43450963a8f29bd413b5bc070743442/tasks.json (origin=hf://datasets/ibm-research/BPO-Bench@993e2684c43450963a8f29bd413b5bc070743442/tasks.json), /tmp/hf-datasets-cache/medium/datasets/46881127155423-config-parquet-and-info-ibm-research-BPO-Bench-435fc77b/hub/datasets--ibm-research--BPO-Bench/snapshots/993e2684c43450963a8f29bd413b5bc070743442/tasks_edge_cases.json (origin=hf://datasets/ibm-research/BPO-Bench@993e2684c43450963a8f29bd413b5bc070743442/tasks_edge_cases.json), /tmp/hf-datasets-cache/medium/datasets/46881127155423-config-parquet-and-info-ibm-research-BPO-Bench-435fc77b/hub/datasets--ibm-research--BPO-Bench/snapshots/993e2684c43450963a8f29bd413b5bc070743442/tasks_http_errors.json (origin=hf://datasets/ibm-research/BPO-Bench@993e2684c43450963a8f29bd413b5bc070743442/tasks_http_errors.json), /tmp/hf-datasets-cache/medium/datasets/46881127155423-config-parquet-and-info-ibm-research-BPO-Bench-435fc77b/hub/datasets--ibm-research--BPO-Bench/snapshots/993e2684c43450963a8f29bd413b5bc070743442/tasks_schema_violations.json (origin=hf://datasets/ibm-research/BPO-Bench@993e2684c43450963a8f29bd413b5bc070743442/tasks_schema_violations.json), /tmp/hf-datasets-cache/medium/datasets/46881127155423-config-parquet-and-info-ibm-research-BPO-Bench-435fc77b/hub/datasets--ibm-research--BPO-Bench/snapshots/993e2684c43450963a8f29bd413b5bc070743442/tasks_type_mismatch.json (origin=hf://datasets/ibm-research/BPO-Bench@993e2684c43450963a8f29bd413b5bc070743442/tasks_type_mismatch.json), /tmp/hf-datasets-cache/medium/datasets/46881127155423-config-parquet-and-info-ibm-research-BPO-Bench-435fc77b/hub/datasets--ibm-research--BPO-Bench/snapshots/993e2684c43450963a8f29bd413b5bc070743442/tasks_undocumented.json (origin=hf://datasets/ibm-research/BPO-Bench@993e2684c43450963a8f29bd413b5bc070743442/tasks_undocumented.json)]
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
candidate_id string | name string | email string | source string | skills list | applied_at timestamp[us] | status string | department string | seniority_level string | sla_met bool | reviewed bool | interviewed bool | offered bool | hired bool | years_experience int64 | education string | location string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
CAND00000 | Candidate 0 | candidate0@example.com | Indeed | [
"Networking",
"TypeScript",
"React"
] | 2023-11-04T00:00:00 | rejected | Product | Junior | false | false | false | false | false | 2 | Bachelor's | San Francisco, CA |
CAND00001 | Candidate 1 | candidate1@example.com | LinkedIn | [
"PostgreSQL",
"Networking",
"Redis"
] | 2025-04-08T00:00:00 | hired | Product | Senior | true | true | true | true | true | 6 | Associate's | Boston, MA |
CAND00002 | Candidate 2 | candidate2@example.com | LinkedIn | [
"REST APIs",
"React"
] | 2023-05-05T00:00:00 | interviewed | Data Science | Senior | false | true | true | false | false | 2 | Associate's | Berlin, DE |
CAND00003 | Candidate 3 | candidate3@example.com | Indeed | [
"Ansible",
"Java",
"Docker",
"Networking"
] | 2023-02-13T00:00:00 | hired | Data Science | Junior | true | true | true | true | true | 4 | Associate's | Chicago, IL |
CAND00004 | Candidate 4 | candidate4@example.com | Indeed | [
"Linux",
"Cyber Engineering",
"Java",
"Terraform"
] | 2024-08-21T00:00:00 | reviewed | Product | Mid | true | true | false | false | false | 15 | Associate's | Chicago, IL |
CAND00005 | Candidate 5 | candidate5@example.com | CyberSec Jobs | [
"Kubernetes",
"Networking",
"Docker",
"Agile"
] | 2025-11-23T00:00:00 | reviewed | DevOps | Senior | true | true | false | false | false | 7 | Bootcamp | Boston, MA |
CAND00006 | Candidate 6 | candidate6@example.com | CyberSec Jobs | [
"Go",
"Risk Analysis",
"TypeScript",
"Wireshark",
"MongoDB"
] | 2024-04-21T00:00:00 | offered | Product | Lead | false | true | true | true | false | 8 | Master's | Berlin, DE |
CAND00007 | Candidate 7 | candidate7@example.com | Dice | [
"MongoDB",
"Java",
"REST APIs"
] | 2023-08-03T00:00:00 | applied | DevOps | Principal | false | false | false | false | false | 17 | PhD | Berlin, DE |
CAND00008 | Candidate 8 | candidate8@example.com | CyberSec Jobs | [
"Scrum",
"Node.js",
"Machine Learning",
"MongoDB"
] | 2025-01-22T00:00:00 | applied | Security | Lead | true | false | false | false | false | 9 | Bootcamp | Austin, TX |
CAND00009 | Candidate 9 | candidate9@example.com | TechCareers | [
"Go",
"CI/CD",
"Terraform"
] | 2025-09-04T00:00:00 | interviewed | Product | Principal | true | true | true | false | false | 20 | PhD | London, UK |
CAND00010 | Candidate 10 | candidate10@example.com | Dice | [
"Wireshark",
"SQL"
] | 2024-01-04T00:00:00 | interviewed | Engineering | Lead | true | true | true | false | false | 18 | Master's | Austin, TX |
CAND00011 | Candidate 11 | candidate11@example.com | Indeed | [
"Linux",
"Ansible",
"Data Analysis",
"GraphQL",
"CI/CD"
] | 2025-11-16T00:00:00 | reviewed | DevOps | Principal | false | true | false | false | false | 4 | Master's | Seattle, WA |
CAND00012 | Candidate 12 | candidate12@example.com | Referral | [
"Networking",
"Python",
"Java"
] | 2023-02-11T00:00:00 | hired | Engineering | Mid | true | true | true | true | true | 2 | PhD | San Francisco, CA |
CAND00013 | Candidate 13 | candidate13@example.com | GitHub | [
"TypeScript",
"Spark",
"Wireshark"
] | 2024-09-08T00:00:00 | rejected | DevOps | Lead | true | false | false | false | false | 4 | Bachelor's | Remote |
CAND00014 | Candidate 14 | candidate14@example.com | TechCareers | [
"React",
"Kubernetes"
] | 2024-06-14T00:00:00 | offered | DevOps | Senior | true | true | true | true | false | 8 | Master's | Seattle, WA |
CAND00015 | Candidate 15 | candidate15@example.com | Dice | [
"Kafka",
"Wireshark",
"Java",
"Redis"
] | 2023-09-15T00:00:00 | offered | Product | Junior | true | true | true | true | false | 18 | Bachelor's | San Francisco, CA |
CAND00016 | Candidate 16 | candidate16@example.com | GitHub | [
"GraphQL",
"Kubernetes",
"Terraform"
] | 2024-04-06T00:00:00 | offered | DevOps | Junior | false | true | true | true | false | 9 | Associate's | Chicago, IL |
CAND00017 | Candidate 17 | candidate17@example.com | CyberSec Jobs | [
"Go",
"Ansible",
"Machine Learning",
"Linux",
"Kubernetes"
] | 2025-07-23T00:00:00 | hired | Product | Principal | true | true | true | true | true | 11 | Bachelor's | New York, NY |
CAND00018 | Candidate 18 | candidate18@example.com | Dice | [
"Tableau",
"SQL"
] | 2025-10-16T00:00:00 | hired | Security | Junior | true | true | true | true | true | 8 | Associate's | San Francisco, CA |
CAND00019 | Candidate 19 | candidate19@example.com | LinkedIn | [
"PostgreSQL",
"Power BI"
] | 2025-10-08T00:00:00 | hired | Data Science | Senior | true | true | true | true | true | 11 | Master's | Chicago, IL |
CAND00020 | Candidate 20 | candidate20@example.com | Indeed | [
"Agile",
"Java",
"Python",
"Kafka",
"React"
] | 2025-07-05T00:00:00 | rejected | Engineering | Principal | true | false | false | false | false | 17 | PhD | Austin, TX |
CAND00021 | Candidate 21 | candidate21@example.com | Indeed | [
"Redis",
"Data Analysis",
"Power BI"
] | 2023-06-03T00:00:00 | interviewed | Engineering | Principal | false | true | true | false | false | 4 | Master's | Chicago, IL |
CAND00022 | Candidate 22 | candidate22@example.com | Dice | [
"Machine Learning",
"Linux",
"Scrum",
"Risk Analysis"
] | 2025-02-04T00:00:00 | hired | Product | Lead | false | true | true | true | true | 2 | Bachelor's | Remote |
CAND00023 | Candidate 23 | candidate23@example.com | TechCareers | [
"Risk Analysis",
"Terraform",
"Redis"
] | 2023-05-02T00:00:00 | interviewed | Product | Lead | true | true | true | false | false | 4 | Bachelor's | Austin, TX |
CAND00024 | Candidate 24 | candidate24@example.com | Referral | [
"MongoDB",
"TypeScript",
"Docker"
] | 2024-09-02T00:00:00 | hired | Data Science | Senior | true | true | true | true | true | 12 | Master's | Seattle, WA |
CAND00025 | Candidate 25 | candidate25@example.com | TechCareers | [
"Go",
"Wireshark",
"Terraform",
"Jenkins",
"PostgreSQL"
] | 2024-11-04T00:00:00 | hired | Engineering | Mid | false | true | true | true | true | 14 | Master's | Chicago, IL |
CAND00026 | Candidate 26 | candidate26@example.com | GitHub | [
"Spark",
"Networking"
] | 2025-03-26T00:00:00 | applied | Security | Lead | false | false | false | false | false | 10 | Master's | Seattle, WA |
CAND00027 | Candidate 27 | candidate27@example.com | Indeed | [
"Java",
"Cyber Engineering",
"Git",
"Tableau"
] | 2023-01-22T00:00:00 | offered | DevOps | Principal | false | true | true | true | false | 1 | Bachelor's | Chicago, IL |
CAND00028 | Candidate 28 | candidate28@example.com | LinkedIn | [
"Git",
"Agile",
"MongoDB",
"Tableau",
"Node.js"
] | 2024-03-19T00:00:00 | applied | DevOps | Principal | true | false | false | false | false | 9 | Bachelor's | Remote |
CAND00029 | Candidate 29 | candidate29@example.com | CyberSec Jobs | [
"CI/CD",
"MongoDB",
"Java"
] | 2025-01-17T00:00:00 | rejected | Data Science | Principal | false | false | false | false | false | 4 | PhD | Berlin, DE |
CAND00030 | Candidate 30 | candidate30@example.com | GitHub | [
"TypeScript",
"Ansible",
"PostgreSQL",
"REST APIs"
] | 2024-05-22T00:00:00 | interviewed | Security | Principal | false | true | true | false | false | 13 | Bootcamp | New York, NY |
CAND00031 | Candidate 31 | candidate31@example.com | TechCareers | [
"Kafka",
"Redis",
"Linux",
"Tableau"
] | 2023-05-10T00:00:00 | offered | DevOps | Mid | true | true | true | true | false | 10 | Bootcamp | Boston, MA |
CAND00032 | Candidate 32 | candidate32@example.com | Indeed | [
"Ansible",
"Go",
"AWS"
] | 2023-02-27T00:00:00 | rejected | Engineering | Mid | false | false | false | false | false | 20 | Bachelor's | London, UK |
CAND00033 | Candidate 33 | candidate33@example.com | CyberSec Jobs | [
"Hadoop",
"GraphQL",
"Wireshark",
"Go",
"Python"
] | 2025-07-21T00:00:00 | reviewed | Engineering | Lead | true | true | false | false | false | 6 | Bootcamp | London, UK |
CAND00034 | Candidate 34 | candidate34@example.com | GitHub | [
"Kafka",
"Power BI",
"Agile"
] | 2023-01-18T00:00:00 | applied | DevOps | Principal | false | false | false | false | false | 18 | Associate's | Austin, TX |
CAND00035 | Candidate 35 | candidate35@example.com | Indeed | [
"Cyber Engineering",
"Power BI",
"Hadoop"
] | 2024-12-28T00:00:00 | offered | Security | Senior | false | true | true | true | false | 3 | PhD | Seattle, WA |
CAND00036 | Candidate 36 | candidate36@example.com | LinkedIn | [
"Go",
"Networking",
"REST APIs"
] | 2024-05-11T00:00:00 | hired | Security | Mid | true | true | true | true | true | 14 | Associate's | Boston, MA |
CAND00037 | Candidate 37 | candidate37@example.com | Dice | [
"REST APIs",
"AWS",
"Spark",
"Python",
"Git"
] | 2024-09-15T00:00:00 | applied | Data Science | Lead | false | false | false | false | false | 18 | Bootcamp | Seattle, WA |
CAND00038 | Candidate 38 | candidate38@example.com | GitHub | [
"REST APIs",
"Scrum"
] | 2024-08-08T00:00:00 | offered | DevOps | Mid | false | true | true | true | false | 5 | Bootcamp | Berlin, DE |
CAND00039 | Candidate 39 | candidate39@example.com | CyberSec Jobs | [
"SQL",
"MongoDB"
] | 2025-01-13T00:00:00 | hired | Security | Lead | true | true | true | true | true | 2 | PhD | Remote |
CAND00040 | Candidate 40 | candidate40@example.com | Indeed | [
"Cyber Engineering",
"PostgreSQL",
"Risk Analysis",
"SQL",
"Spark"
] | 2024-06-07T00:00:00 | interviewed | Engineering | Principal | true | true | true | false | false | 12 | Master's | San Francisco, CA |
CAND00041 | Candidate 41 | candidate41@example.com | Dice | [
"Go",
"Wireshark"
] | 2023-11-02T00:00:00 | reviewed | Security | Lead | true | true | false | false | false | 19 | Master's | London, UK |
CAND00042 | Candidate 42 | candidate42@example.com | Referral | [
"Terraform",
"Data Analysis"
] | 2024-12-09T00:00:00 | reviewed | Engineering | Principal | true | true | false | false | false | 10 | Bootcamp | Remote |
CAND00043 | Candidate 43 | candidate43@example.com | Referral | [
"React",
"Data Analysis",
"Node.js"
] | 2023-07-23T00:00:00 | applied | Product | Junior | false | false | false | false | false | 18 | Associate's | Boston, MA |
CAND00044 | Candidate 44 | candidate44@example.com | LinkedIn | [
"Hadoop",
"React",
"MongoDB",
"CI/CD",
"Kafka"
] | 2025-02-17T00:00:00 | interviewed | Security | Lead | true | true | true | false | false | 17 | PhD | Berlin, DE |
CAND00045 | Candidate 45 | candidate45@example.com | Referral | [
"Agile",
"Wireshark",
"SQL",
"Cyber Engineering"
] | 2024-08-15T00:00:00 | rejected | DevOps | Mid | false | false | false | false | false | 19 | Bootcamp | Remote |
CAND00046 | Candidate 46 | candidate46@example.com | Dice | [
"Linux",
"Git",
"Risk Analysis",
"Scrum",
"Cyber Engineering"
] | 2024-06-01T00:00:00 | interviewed | Product | Senior | true | true | true | false | false | 17 | Master's | San Francisco, CA |
CAND00047 | Candidate 47 | candidate47@example.com | Referral | [
"Spark",
"Hadoop",
"Redis"
] | 2024-04-24T00:00:00 | offered | Engineering | Junior | false | true | true | true | false | 8 | Associate's | Seattle, WA |
CAND00048 | Candidate 48 | candidate48@example.com | GitHub | [
"MongoDB",
"Scrum",
"Git",
"Kafka"
] | 2025-05-22T00:00:00 | interviewed | Data Science | Senior | false | true | true | false | false | 8 | Bachelor's | Seattle, WA |
CAND00049 | Candidate 49 | candidate49@example.com | TechCareers | [
"Ansible",
"Linux",
"Spark"
] | 2025-06-04T00:00:00 | hired | Data Science | Principal | false | true | true | true | true | 4 | Master's | Chicago, IL |
CAND00050 | Candidate 50 | candidate50@example.com | LinkedIn | [
"Cyber Engineering",
"Docker",
"Kubernetes"
] | 2023-04-12T00:00:00 | interviewed | Product | Senior | true | true | true | false | false | 16 | Bachelor's | New York, NY |
CAND00051 | Candidate 51 | candidate51@example.com | GitHub | [
"Jenkins",
"Kubernetes",
"Risk Analysis",
"Spark"
] | 2024-10-10T00:00:00 | offered | Engineering | Junior | false | true | true | true | false | 16 | Bachelor's | New York, NY |
CAND00052 | Candidate 52 | candidate52@example.com | LinkedIn | [
"Node.js",
"PostgreSQL",
"Networking"
] | 2025-03-05T00:00:00 | interviewed | Product | Lead | false | true | true | false | false | 15 | PhD | Remote |
CAND00053 | Candidate 53 | candidate53@example.com | Referral | [
"Linux",
"Risk Analysis"
] | 2025-05-19T00:00:00 | applied | Engineering | Mid | true | false | false | false | false | 6 | Bootcamp | San Francisco, CA |
CAND00054 | Candidate 54 | candidate54@example.com | CyberSec Jobs | [
"Machine Learning",
"Docker",
"Networking",
"Kafka",
"Java"
] | 2024-03-01T00:00:00 | offered | Security | Senior | true | true | true | true | false | 14 | Bachelor's | Berlin, DE |
CAND00055 | Candidate 55 | candidate55@example.com | TechCareers | [
"Java",
"Kubernetes",
"Terraform"
] | 2023-04-21T00:00:00 | interviewed | Data Science | Principal | false | true | true | false | false | 15 | Bachelor's | London, UK |
CAND00056 | Candidate 56 | candidate56@example.com | Indeed | [
"Redis",
"SQL",
"Docker",
"MongoDB",
"Agile"
] | 2025-12-10T00:00:00 | offered | Product | Senior | true | true | true | true | false | 3 | Master's | New York, NY |
CAND00057 | Candidate 57 | candidate57@example.com | LinkedIn | [
"Spark",
"Power BI",
"Redis"
] | 2024-11-27T00:00:00 | hired | Data Science | Mid | false | true | true | true | true | 16 | Bachelor's | London, UK |
CAND00058 | Candidate 58 | candidate58@example.com | CyberSec Jobs | [
"Terraform",
"Scrum"
] | 2024-06-14T00:00:00 | interviewed | DevOps | Lead | false | true | true | false | false | 13 | Bootcamp | New York, NY |
CAND00059 | Candidate 59 | candidate59@example.com | Indeed | [
"GraphQL",
"Tableau"
] | 2024-08-03T00:00:00 | interviewed | Engineering | Principal | false | true | true | false | false | 14 | Bachelor's | Seattle, WA |
CAND00060 | Candidate 60 | candidate60@example.com | CyberSec Jobs | [
"Kubernetes",
"Linux",
"Cyber Engineering",
"TypeScript",
"Machine Learning"
] | 2025-09-12T00:00:00 | offered | DevOps | Lead | true | true | true | true | false | 1 | Bootcamp | Seattle, WA |
CAND00061 | Candidate 61 | candidate61@example.com | LinkedIn | [
"SQL",
"Networking",
"Node.js",
"Kafka",
"Go"
] | 2024-12-06T00:00:00 | hired | DevOps | Senior | false | true | true | true | true | 14 | Associate's | London, UK |
CAND00062 | Candidate 62 | candidate62@example.com | GitHub | [
"Tableau",
"TypeScript",
"Java"
] | 2025-04-15T00:00:00 | reviewed | Data Science | Lead | false | true | false | false | false | 17 | PhD | New York, NY |
CAND00063 | Candidate 63 | candidate63@example.com | Referral | [
"Go",
"Redis",
"Spark",
"Git",
"Scrum"
] | 2024-05-24T00:00:00 | hired | Product | Principal | false | true | true | true | true | 15 | PhD | Seattle, WA |
CAND00064 | Candidate 64 | candidate64@example.com | Dice | [
"Docker",
"Agile",
"Spark",
"REST APIs",
"Go"
] | 2025-12-08T00:00:00 | offered | DevOps | Junior | true | true | true | true | false | 17 | Bootcamp | Boston, MA |
CAND00065 | Candidate 65 | candidate65@example.com | Referral | [
"Python",
"Go",
"PostgreSQL",
"Java",
"Spark"
] | 2024-02-28T00:00:00 | applied | Data Science | Senior | false | false | false | false | false | 3 | PhD | Berlin, DE |
CAND00066 | Candidate 66 | candidate66@example.com | TechCareers | [
"Docker",
"Java",
"Wireshark",
"Machine Learning",
"Networking"
] | 2025-07-11T00:00:00 | rejected | Engineering | Lead | true | false | false | false | false | 4 | Associate's | Austin, TX |
CAND00067 | Candidate 67 | candidate67@example.com | Indeed | [
"Machine Learning",
"Git"
] | 2023-12-10T00:00:00 | applied | Data Science | Lead | true | false | false | false | false | 8 | Bootcamp | Remote |
CAND00068 | Candidate 68 | candidate68@example.com | Dice | [
"REST APIs",
"Wireshark"
] | 2023-10-22T00:00:00 | reviewed | DevOps | Principal | true | true | false | false | false | 8 | Associate's | Chicago, IL |
CAND00069 | Candidate 69 | candidate69@example.com | TechCareers | [
"Machine Learning",
"Terraform",
"Java",
"Redis",
"Git"
] | 2025-08-09T00:00:00 | applied | Product | Senior | false | false | false | false | false | 9 | Associate's | Chicago, IL |
CAND00070 | Candidate 70 | candidate70@example.com | Dice | [
"Git",
"Machine Learning",
"AWS",
"GraphQL",
"Cyber Engineering"
] | 2024-04-13T00:00:00 | applied | Engineering | Principal | true | false | false | false | false | 20 | Associate's | Chicago, IL |
CAND00071 | Candidate 71 | candidate71@example.com | CyberSec Jobs | [
"Risk Analysis",
"TypeScript",
"React"
] | 2024-04-20T00:00:00 | reviewed | Engineering | Senior | false | true | false | false | false | 2 | Bootcamp | Boston, MA |
CAND00072 | Candidate 72 | candidate72@example.com | Indeed | [
"Jenkins",
"Ansible",
"TypeScript",
"CI/CD",
"Power BI"
] | 2023-12-05T00:00:00 | interviewed | Product | Senior | true | true | true | false | false | 9 | Associate's | Chicago, IL |
CAND00073 | Candidate 73 | candidate73@example.com | GitHub | [
"Go",
"Networking"
] | 2024-12-28T00:00:00 | applied | DevOps | Principal | false | false | false | false | false | 3 | Associate's | New York, NY |
CAND00074 | Candidate 74 | candidate74@example.com | Indeed | [
"REST APIs",
"CI/CD",
"React",
"Networking"
] | 2023-05-18T00:00:00 | offered | DevOps | Junior | false | true | true | true | false | 20 | Master's | San Francisco, CA |
CAND00075 | Candidate 75 | candidate75@example.com | Indeed | [
"Node.js",
"TypeScript",
"Docker",
"Data Analysis",
"Hadoop"
] | 2024-11-27T00:00:00 | rejected | Engineering | Junior | true | false | false | false | false | 18 | Master's | Remote |
CAND00076 | Candidate 76 | candidate76@example.com | CyberSec Jobs | [
"Go",
"PostgreSQL",
"React",
"Hadoop",
"Cyber Engineering"
] | 2025-08-12T00:00:00 | rejected | Engineering | Senior | true | false | false | false | false | 15 | Associate's | Seattle, WA |
CAND00077 | Candidate 77 | candidate77@example.com | Referral | [
"Kubernetes",
"GraphQL",
"Cyber Engineering",
"Ansible"
] | 2025-06-04T00:00:00 | interviewed | Engineering | Lead | true | true | true | false | false | 7 | Bootcamp | New York, NY |
CAND00078 | Candidate 78 | candidate78@example.com | Dice | [
"Java",
"Linux",
"Networking"
] | 2024-01-26T00:00:00 | reviewed | Data Science | Mid | true | true | false | false | false | 9 | Master's | Austin, TX |
CAND00079 | Candidate 79 | candidate79@example.com | CyberSec Jobs | [
"TypeScript",
"Python"
] | 2023-09-09T00:00:00 | applied | Data Science | Mid | false | false | false | false | false | 1 | Master's | Chicago, IL |
CAND00080 | Candidate 80 | candidate80@example.com | Referral | [
"Java",
"Spark"
] | 2025-01-05T00:00:00 | offered | DevOps | Senior | true | true | true | true | false | 15 | Bootcamp | Seattle, WA |
CAND00081 | Candidate 81 | candidate81@example.com | Referral | [
"Kafka",
"AWS",
"Kubernetes",
"Spark"
] | 2025-10-02T00:00:00 | rejected | DevOps | Lead | true | false | false | false | false | 16 | Associate's | San Francisco, CA |
CAND00082 | Candidate 82 | candidate82@example.com | LinkedIn | [
"Cyber Engineering",
"Agile",
"REST APIs"
] | 2025-02-11T00:00:00 | reviewed | Product | Principal | false | true | false | false | false | 15 | Bootcamp | Remote |
CAND00083 | Candidate 83 | candidate83@example.com | TechCareers | [
"MongoDB",
"Redis",
"Networking"
] | 2025-02-26T00:00:00 | applied | DevOps | Senior | false | false | false | false | false | 13 | Associate's | San Francisco, CA |
CAND00084 | Candidate 84 | candidate84@example.com | Indeed | [
"Go",
"Spark",
"Java",
"SQL"
] | 2024-06-14T00:00:00 | rejected | Engineering | Junior | false | false | false | false | false | 4 | PhD | Austin, TX |
CAND00085 | Candidate 85 | candidate85@example.com | Referral | [
"Node.js",
"PostgreSQL",
"Git",
"MongoDB"
] | 2025-09-02T00:00:00 | hired | Engineering | Senior | false | true | true | true | true | 12 | Bachelor's | Berlin, DE |
CAND00086 | Candidate 86 | candidate86@example.com | Dice | [
"Git",
"CI/CD"
] | 2025-04-05T00:00:00 | offered | Engineering | Senior | true | true | true | true | false | 14 | Bootcamp | Berlin, DE |
CAND00087 | Candidate 87 | candidate87@example.com | Indeed | [
"Jenkins",
"Cyber Engineering"
] | 2025-01-20T00:00:00 | rejected | Data Science | Senior | false | false | false | false | false | 1 | Master's | Austin, TX |
CAND00088 | Candidate 88 | candidate88@example.com | Dice | [
"SQL",
"Power BI"
] | 2024-10-22T00:00:00 | applied | Security | Lead | false | false | false | false | false | 15 | PhD | Austin, TX |
CAND00089 | Candidate 89 | candidate89@example.com | TechCareers | [
"Kubernetes",
"Go"
] | 2025-06-10T00:00:00 | interviewed | Security | Principal | true | true | true | false | false | 3 | PhD | London, UK |
CAND00090 | Candidate 90 | candidate90@example.com | GitHub | [
"Cyber Engineering",
"Linux",
"Tableau",
"Node.js",
"Git"
] | 2024-11-14T00:00:00 | hired | DevOps | Junior | false | true | true | true | true | 19 | Associate's | Berlin, DE |
CAND00091 | Candidate 91 | candidate91@example.com | GitHub | [
"Python",
"Linux"
] | 2023-11-10T00:00:00 | reviewed | Data Science | Mid | true | true | false | false | false | 9 | PhD | Boston, MA |
CAND00092 | Candidate 92 | candidate92@example.com | GitHub | [
"TypeScript",
"REST APIs",
"Networking"
] | 2024-02-01T00:00:00 | rejected | Product | Principal | false | false | false | false | false | 3 | Associate's | New York, NY |
CAND00093 | Candidate 93 | candidate93@example.com | TechCareers | [
"MongoDB",
"GraphQL",
"PostgreSQL",
"Machine Learning"
] | 2024-07-01T00:00:00 | applied | Engineering | Lead | true | false | false | false | false | 11 | Master's | London, UK |
CAND00094 | Candidate 94 | candidate94@example.com | TechCareers | [
"Wireshark",
"MongoDB"
] | 2023-12-12T00:00:00 | offered | Product | Lead | true | true | true | true | false | 13 | PhD | Boston, MA |
CAND00095 | Candidate 95 | candidate95@example.com | Referral | [
"Power BI",
"Tableau"
] | 2023-04-11T00:00:00 | applied | Security | Senior | false | false | false | false | false | 5 | Master's | San Francisco, CA |
CAND00096 | Candidate 96 | candidate96@example.com | Referral | [
"Java",
"Jenkins",
"Hadoop"
] | 2023-03-09T00:00:00 | reviewed | DevOps | Principal | false | true | false | false | false | 19 | Bootcamp | Boston, MA |
CAND00097 | Candidate 97 | candidate97@example.com | LinkedIn | [
"Redis",
"Data Analysis",
"Cyber Engineering",
"Kubernetes",
"Git"
] | 2023-11-11T00:00:00 | offered | Product | Junior | false | true | true | true | false | 15 | Associate's | New York, NY |
CAND00098 | Candidate 98 | candidate98@example.com | CyberSec Jobs | [
"Tableau",
"REST APIs"
] | 2024-01-12T00:00:00 | applied | DevOps | Principal | true | false | false | false | false | 15 | Bootcamp | Seattle, WA |
CAND00099 | Candidate 99 | candidate99@example.com | Dice | [
"Redis",
"React"
] | 2024-06-20T00:00:00 | hired | Data Science | Junior | true | true | true | true | true | 2 | Master's | London, UK |
End of preview.