I am a developer by profession
European Euro
Data scientist or machine learning specialist
Master’s degree (M.A., M.S., M.Eng., MBA, etc.)
Employed full-time
White or of European descent
Languages, frameworks, and other technologies I’d be working with;Office environment or company culture;Opportunities for professional development
Very satisfied
I am not interested in new job opportunities
Apache Spark;Hadoop;Keras;Pandas;TensorFlow
Apache Spark;Hadoop;Pandas
Github;Trello
Github;Gitlab;Trello;Google Suite (Docs, Meet, etc)
Somewhat important
Critically important
Better compensation;Better work/life balance;Growth or leadership opportunities
Company reviews from third party sites (e.g. Glassdoor, Blind);Personal network - friends or family;Read other media like news articles, founder profiles, etc. about the company;Directly asking current or past employees at the company
Once a year
Often: 1-2 days per week or more
Hello, old friend
Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics);Stack Overflow Jobs (for job seekers)
Call a coworker or friend;Visit Stack Overflow
10,000 or more employees
Linux;Microsoft Azure
AWS;Linux;Microsoft Azure
I have little or no influence
Straight / Heterosexual
No, not really
Less than once per month or monthly
Multiple times per day
Appropriate in length
Mathematics or statistics
Just as welcome now as I felt last year
Under 30