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 part-time
White or of European descent
Office environment or company culture;Opportunities for professional development;Family friendliness
Very satisfied
I am not interested in new job opportunities
Apache Spark;Hadoop;Keras;Pandas;TensorFlow
Apache Spark;Hadoop;Pandas
Confluence;Jira;Github;Gitlab;Trello;Google Suite (Docs, Meet, etc)
Confluence;Jira;Github;Gitlab;Trello;Google Suite (Docs, Meet, etc)
Somewhat important
Critically important
Curious about other opportunities;Better compensation;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;Read other media like news articles, founder profiles, etc. about the company;Directly asking current or past employees at the company
Once a year
Sometimes: 1-2 days per month but less than weekly
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;Go for a walk or other physical activity;Watch help / tutorial videos;Do other work and come back later
2 to 9 employees
AWS;MacOS
MacOS;Microsoft Azure
I have little or no influence
Straight / Heterosexual
No, not really
A few times per month or weekly
Multiple times per day
Appropriate in length
Just as welcome now as I felt last year
Under 30