I am a developer by profession
United States dollar
Data scientist or machine learning specialist;Scientist
Other doctoral degree (Ph.D., Ed.D., etc.)
Employed full-time
White or of European descent
Flex time or a flexible schedule;Remote work options;Opportunities for professional development
Very dissatisfied
I’m not actively looking, but I am open to new opportunities
Keras;Pandas;TensorFlow
Hadoop;Keras;Pandas;TensorFlow
Github;Gitlab;Trello
Confluence;Jira;Github;Gitlab;Slack;Microsoft Teams;Trello
Extremely important
Somewhat important
Curious about other opportunities;Better compensation;Better work/life balance;Wanting to work with new technologies;Growth or leadership opportunities;Looking to relocate
Company reviews from third party sites (e.g. Glassdoor, Blind);Publicly available financial information (e.g. Crunchbase);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
Start a free trial;Ask developers I know/work with;Visit developer communities like Stack Overflow;Read ratings or reviews on third party sites like G2Crowd
Amused
Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics)
Play games;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
5,000 to 9,999 employees
AWS;Docker;Kubernetes;Linux
Docker;Linux
I have some influence
Straight / Heterosexual
Yes, definitely
A few times per month or weekly
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