Annualized job downloads + denormalized Parquet export
jobdataapi.com v4.29 / API version 1.30.3
Weekly data downloads now split all job-table CSV exports by publication year, making large historical pulls easier to parallelize and process. The job files and their many-to-many relation files use year-suffixed names, while reference tables such as companies, geography, industries, job types, and tags remain single non-annual files. Existing unsuffixed job filenames continue to work as current-year compatibility aliases; use the year-suffixed files for complete historical coverage.
We also added a single jobs_companies.parquet download containing one row per job, essential job fields, Markdown descriptions, and basic company data. It includes typed nested lists for job locations, types, and tags without duplicating jobs during normal scans, and intentionally excludes embeddings and other heavyweight fields. This format is designed for fast reads with DuckDB, Polars, PyArrow, Spark, and similar analytical tools.
The dashboard now groups available files, displays compressed file sizes, and provides copy buttons for individual or all available links. Download access remains limited to access ultra and access ultra+ customers. See the CSV and Parquet File Downloads Documentation for filenames, field references, compatibility details, and DuckDB examples.
Related Docs
Added company flag for recruiting/staffing firms + enhanced filtering options
Improved Job States (geo) search, Markdown job descriptions, and lean data retrieval
Enhanced Company HQ Data + new Geographic Filters
Added source/ATS and company filtering + source ID fields
Added Role Taxonomy Tags Endpoint + Job Role Filters
API access key management upgrades + company timestamps in Companies API
jobdataapi.com now has Changelog section 🎉
Added company website/domain filter to jobs endpoint
Introducing Vector Embeddings and Vector Search in the jobdata API
Added application URL query filter + (multi) country code parameter enhancements
Optimized Vector Embeddings & Search
Added new Job States (geo) endpoint, query filters, and more
Query behavior changes for application_url, title, and location filters
Improved API query validation
Added plain-text field for cleaned job description
API page-size maximum reduced to 4000
Removal of clearance_required field from job result structure
Added Remote Work Mode Classification
Geo radius search expansion for Jobs API location filters
Full job data downloads now available!
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