I am a developer by profession
United States dollar
Data scientist or machine learning specialist
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Employed full-time
White or of European descent
Flex time or a flexible schedule;How widely used or impactful my work output would be;Office environment or company culture
Neither
I’m not actively looking, but I am open to new opportunities
Apache Spark;Hadoop;TensorFlow;Torch/PyTorch
Apache Spark;Hadoop;TensorFlow;Torch/PyTorch
Github;Slack
Confluence;Github;Slack
Extremely important
Very important
Having a bad day (or week or month) at work;Curious about other opportunities;Trouble with leadership at my company;Wanting to work with new technologies;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;Directly asking current or past employees at the company
Once a year
Occasionally: 1-2 days per quarter but less than monthly
Hello, old friend
Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics)
Meditate;Do other work and come back later
10,000 or more employees
AWS;Docker;Google Cloud Platform;Linux;Microsoft Azure;Raspberry Pi
Docker;Linux;Microsoft Azure;Raspberry Pi;Windows
I have little or no influence
Straight / Heterosexual
Neutral
Daily or almost daily
Appropriate in length
Mathematics or statistics
Just as welcome now as I felt last year
Under 30