I am a developer by profession
Pound sterling
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
Slightly satisfied
I am not interested in new job opportunities
Keras;Pandas;TensorFlow;Torch/PyTorch
Confluence;Jira;Microsoft Teams
Github;Microsoft Teams
Very important
Having a bad day (or week or month) at work;Trouble with my direct manager;Wanting to work with new technologies;Growth or leadership opportunities
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);Read other media like news articles, founder profiles, etc. about the company
Once every few years
Often: 1-2 days per week or more
Annoyed
Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics)
Call a coworker or friend;Visit Stack Overflow;Go for a walk or other physical activity;Panic
1,000 to 4,999 employees
Windows
Windows
I have little or no influence
Straight / Heterosexual
No, not at all
A few times per week
Appropriate in length
Mathematics or statistics
Just as welcome now as I felt last year
Under 30