I am a developer by profession
Pound sterling
Data scientist or machine learning specialist;Engineer, data;Scientist
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;Specific department or team I’d be working on;How widely used or impactful my work output would be
Very satisfied
I am not interested in new job opportunities
Apache Spark;Keras;Pandas;TensorFlow
Apache Spark;Pandas
Github;Slack;Microsoft Azure
Github;Slack;Microsoft Teams;Microsoft Azure
Extremely important
Very important
Curious about other 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
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
Amused
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)
Visit Stack Overflow;Go for a walk or other physical activity;Do other work and come back later;Visit another developer community (please name):
100 to 499 employees
Microsoft Azure
Microsoft Azure;Windows
I have a great deal of influence
Straight / Heterosexual
Yes, somewhat
Less than once per month or monthly
Multiple times per day
Too short
A natural science (such as biology, chemistry, physics, etc.)
Just as welcome now as I felt last year
Under 30