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: Available Now, which includes:

  • 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: Available Instantly when you join our mailing list (sign-up). This includes:

  • Monthly Industry-level statistics (NAICS 2-digit sector) for the United States
  • Monthly occupation-level statistics (2-digit US SOC) for the United States
  • Monthly city-level statistics (for 150+ cities) for the United States
  • Monthly city-level statistics (for 40+ cities) for the United Kingdom
  • County and State-level monthly Statistics for the US

Sign-up to instantly access these data.

For any other questions related to data availability, please email p.j.lambert@lse.ac.uk.

For detailed survey data on WFH trends, also see wfhresearch.com.