I am a developer by profession
United States dollar
Data scientist or machine learning specialist;Engineer, data
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Employed full-time
White or of European descent
Diversity of the company or organization;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;Keras;TensorFlow;Torch/PyTorch
Keras;TensorFlow
Extremely important
Very important
Just because;Having a bad day (or week or month) at work;Curious about other opportunities;Better compensation;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);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
Amused
Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics)
Visit Stack Overflow;Panic;Watch help / tutorial videos;Do other work and come back later
5,000 to 9,999 employees
Arduino;Raspberry Pi
I have little or no influence
Bisexual
No, not really
A few times per month or weekly
A few times per week
Too long
Computer science, computer engineering, or software engineering
Somewhat more welcome now than last year
Under 30