Put it to work
Potential use cases
A starting use for this source
Size addressable technical roles, map buyer/user personas, design skills taxonomies, and compare skill requirements across developer, data, and infrastructure occupations. It supplies a structured, reusable skills ontology that can inform developer-product segmentation and workforce analytics.
Research roles and skills in a segment
Use the available employment or skills categories to refine audience research. Check how closely those categories match the people who evaluate or buy your product.
What it covers
Geography and granularity
Geography: Use the geography stated by the source; coverage can vary by dataset and release.
Granularity: Size addressable technical roles, map buyer/user personas, design skills taxonomies, and compare skill requirements across developer, data, and infrastructure occupations.
Source type: Occupations, skills, and work activities
Access and cost
Public download
Downloadable Excel/CSV/JSON, SQL, and RDF formats; web services are available. The database has a stated usage license.
Cost: Current price was not established in this review; check the provider's access terms.
Update cadence: Release cadence was not normalized in this review; check the source's dates, update notes, and API limits before comparing periods.
Before you use it
Limits that matter
Occupational descriptors are not live job-posting counts or company-specific skill demand; confirm attribution and license requirements before redistribution.