I am a developer by profession
United States dollar
Data scientist or machine learning specialist
Other doctoral degree (Ph.D., Ed.D., etc.)
Employed full-time
White or of European descent
Languages, frameworks, and other technologies I’d be working with;Office environment or company culture;Family friendliness
Very satisfied
I am not interested in new job opportunities
Apache Spark;Keras;TensorFlow;Torch/PyTorch
Keras;TensorFlow;Torch/PyTorch
Github;Slack;Google Suite (Docs, Meet, etc)
Github;Gitlab;Slack;Trello;Google Suite (Docs, Meet, etc);Stack Overflow for Teams
Extremely important
Critically important
Having a bad day (or week or month) at work;Trouble with leadership at my company;Better work/life balance;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);Personal network - friends or family;Directly asking current or past employees at the company
Once a year
Sometimes: 1-2 days per month but less than weekly
Start a free trial;Ask developers I know/work with
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);Stack Overflow for Teams (private Q&A for organizations);Stack Overflow Talent (for hiring companies/recruiters)
Visit Stack Overflow;Watch help / tutorial videos;Do other work and come back later;Visit another developer community (please name):
100 to 499 employees
Docker
I have some influence
Straight / Heterosexual
Yes, somewhat
A few times per week
Daily or almost daily
Appropriate in length
A natural science (such as biology, chemistry, physics, etc.)
Somewhat less welcome now than last year
At least 30