Data Extraction

We gathered the data from professional social networks, job offers and employee publications.

Information for each position and company

The main sources where we extract data are:
industry analytics

Professional social networks

Linkedin, Github, Xing.

Company data

Crunchbase, Glassdoor

Global job boards

Indeed, Stackoverflow, Monster, Angelist, Glassdoor

Conuntry-based job boards


Recruitment agency websites

Hays, Robert Walters, Page Personnel

Career websites

Careers at Deloitte

Event websites

Meetup, Eventbrite

Other sources

Slack, public salary surveys, Linkedin publications