Still need help?
Our expert librarians are here to help you find what you’re looking for.


Job postings, company profiles, and de-personalized individual job seeker profiles.
Collected job postings data from 1,000s of websites including large posting sites such as LinkedIn, Indeed, etc. and job seeker profiles from LinkedIn, ZipRecruiter, Indeed, github and a handful of smaller sites.
• Job Postings (US)
• Job Postings (UK)
• Job Postings (CAN)
• Job Postings (Global), limited to the following countries:
o Singapore
o Australia
o New Zealand
• Profiles (US)
Users: HBS Only
Vendor: Lightcast
Start Date: 2023, Expires:
2025
Start Date: 2010
Job Postings data for US goes back to 2010, and back to 2012 for the UK, and 2013 for Canada. Profiles data are updated on a rolling basis.
Licensed users who wish to access the data must first get individually approved IRB/DAT for Lightcast data use. Once those approvals are obtained, DLS will then provide the researcher the Lightcast Order Form.
Still need help?
Our expert librarians are here to help you find what you’re looking for.