Location Demand

Location Hiring Data

Track where visible job demand is concentrated across cities, regions, facilities, and remote-friendly listings.

Location coverage is partial in the current snapshot: 29,351 active rows do not have a normalized location. Named-location rankings should be used as directional regional job demand.

Regional Rollups

Named locations in the current snapshot

LocationActive jobsNew 7dRemote share
San Francisco50200%
Washington, DC13710%
GBMC Hospital, United States of America9940%
New York, NY8800%
Plano, United States of America7710%

Methodology: Location strings come from listing metadata and are not yet fully normalized across every source.

Regional Analytics

Location data for labor market analytics

Use regional job demand with industry, skills, company, and remote job data to compare labor market concentration.