I am a developer by profession
United States dollar
Academic researcher;Data scientist or machine learning specialist;Developer, full-stack;Scientist
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Employed full-time
White or of European descent
Specific department or team I’d be working on;Remote work options;How widely used or impactful my work output would be
Slightly dissatisfied
I’m not actively looking, but I am open to new opportunities
Apache Spark;Hadoop;Keras;Pandas;TensorFlow;Torch/PyTorch
Apache Spark;Hadoop;Pandas;TensorFlow
Github;Slack;Google Suite (Docs, Meet, etc)
Github;Slack;Trello;Google Suite (Docs, Meet, etc)
Somewhat important
Very important
Curious about other opportunities;Better compensation;Trouble with leadership at my company;Better work/life balance;Wanting to work with new technologies;Growth or leadership opportunities
Company reviews from third party sites (e.g. Glassdoor, Blind);Publicly available financial information (e.g. Crunchbase);Directly asking current or past employees at the company
Once a year
Occasionally: 1-2 days per quarter but less than monthly
Ask developers I know/work with;Visit developer communities like Stack Overflow
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)
Visit Stack Overflow;Watch help / tutorial videos
5,000 to 9,999 employees
AWS;Docker;Google Cloud Platform;IBM Cloud or Watson;Linux;Raspberry Pi
Docker;Linux
I have some influence
Straight / Heterosexual
No, not really
Less than once per month or monthly
Multiple times per day
Appropriate in length
Mathematics or statistics
Just as welcome now as I felt last year
Under 30