WFH Map

Measuring remote work across space and time, using job ads.

Data

We encourage other researchers and interested parties to explore our dataset, and utilise it in their own work.

Please cite our working paper when using these data: “Remote Work across Jobs, Companies, and Space” (Hansen, Lambert, Bloom, Davis, Sadun & Taska, 2023).


Data Categories

Category A: Readily Available!

  • Monthly country-level statistics for United States, United Kingdom, Australia, Canada, and New Zealand
  • Monthly occupation-level statistics (2-digit US SOC) for the United States

Download here


Category B: Readily Available (with sign-up)

  • Monthly Industry-level statistics (NAICS 2-digit sector) for the United States
  • Monthly occupation-level statistics (2-digit US SOC) for the United States
  • NEW! Monthly city-level statistics (for 150+ cities) for the United States
  • NEW! Monthly city-level statistics (for 40+ cities) for the United Kingdom

Sign-up to access these data.


Further Data Available Upon Request

  • Any other statistical series that Lightcast and the research group are comfortable producing and sharing

Contact us to discuss.