I am a developer by profession
European Euro
Data scientist or machine learning specialist;Engineering manager
Master’s degree (M.A., M.S., M.Eng., MBA, etc.)
Employed full-time
White or of European descent
Flex time or a flexible schedule;Specific department or team I’d be working on;Opportunities for professional development
Very dissatisfied
I am not interested in new job opportunities
Apache Spark;Hadoop;Keras;Pandas;TensorFlow
Apache Spark;Hadoop;Keras;Node.js;Pandas;TensorFlow
Confluence;Jira;Github;Google Suite (Docs, Meet, etc)
Confluence;Jira;Github;Google Suite (Docs, Meet, etc)
Neutral
Fairly important
Better compensation;Trouble with my direct manager;Trouble with leadership at my company
Read company media, such as employee blogs or company culture videos;Company reviews from third party sites (e.g. Glassdoor, Blind);Read other media like news articles, founder profiles, etc. about the company
Occasionally: 1-2 days per quarter but less than monthly
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)
Go for a walk or other physical activity;Watch help / tutorial videos;Do other work and come back later
5,000 to 9,999 employees
AWS;Docker;Linux;MacOS;Windows
AWS;Linux;MacOS;Windows
I have a great deal of influence
Straight / Heterosexual
Yes, somewhat
Less than once per month or monthly
Daily or almost daily
Appropriate in length
Another engineering discipline (such as civil, electrical, mechanical, etc.)
Just as welcome now as I felt last year
At least 30