I am a developer by profession
European Euro
Data scientist or machine learning specialist
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Employed full-time
White or of European descent
Industry that I’d be working in;Diversity of the company or organization;Remote work options
Very satisfied
I am not interested in new job opportunities
.NET Core;TensorFlow;Torch/PyTorch;Unity 3D;Unreal Engine
.NET;.NET Core;TensorFlow;Torch/PyTorch;Unity 3D;Xamarin
Github;Gitlab;Slack;Microsoft Teams;Microsoft Azure;Stack Overflow for Teams
Github;Slack;Microsoft Teams;Microsoft Azure
Extremely important
Fairly important
Curious about other opportunities;Better compensation;Better work/life balance
Read company media, such as employee blogs or company culture videos;Company reviews from third party sites (e.g. Glassdoor, Blind);Publicly available financial information (e.g. Crunchbase);Personal network - friends or family;Read other media like news articles, founder profiles, etc. about the company
Every few months
Sometimes: 1-2 days per month but less than weekly
Start a free trial;Ask developers I know/work with;Visit developer communities like Stack Overflow;Read ratings or reviews on third party sites like G2Crowd
Indifferent
Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics)
Visit Stack Overflow;Go for a walk or other physical activity;Do other work and come back later
10,000 or more employees
Android;Google Cloud Platform;Kubernetes;Linux;Microsoft Azure;Windows
Android;Linux;Microsoft Azure;Windows
I have some influence
Straight / Heterosexual
Yes, definitely
A few times per month or weekly
Multiple times per day
Appropriate in length
Mathematics or statistics
Somewhat more welcome now than last year
At least 30