I am a developer by profession
Pound sterling
Data scientist or machine learning specialist;Developer, full-stack;DevOps specialist;Scientist;Senior executive/VP
Master’s degree (M.A., M.S., M.Eng., MBA, etc.)
Independent contractor, freelancer, or self-employed
White or of European descent
Remote work options;Office environment or company culture;Opportunities for professional development
Very satisfied
I am not interested in new job opportunities
Keras;Pandas;TensorFlow
Keras;Pandas;TensorFlow;Torch/PyTorch
Gitlab;Google Suite (Docs, Meet, etc)
Confluence;Jira;Github;Gitlab;Facebook Workplace;Slack;Google Suite (Docs, Meet, etc)
Extremely important
Critically important
Wanting to share accomplishments with a wider network;Curious about other opportunities;Better compensation;Trouble with my direct manager;Better work/life balance;Growth or leadership opportunities
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 decade
Often: 1-2 days per week or more
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)
Call a coworker or friend;Visit Stack Overflow;Go for a walk or other physical activity;Do other work and come back later
2 to 9 employees
Linux
Linux
Straight / Heterosexual
No, not really
Less than once per month or monthly
Multiple times per day
Appropriate in length
Mathematics or statistics
Somewhat more welcome now than last year
At least 30