I am a developer by profession
New Zealand dollar
Data scientist or machine learning specialist;Engineer, data
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Employed full-time
Languages, frameworks, and other technologies I’d be working with;Opportunities for professional development;Family friendliness
Very satisfied
I’m not actively looking, but I am open to new opportunities
Keras;Pandas;TensorFlow;Torch/PyTorch
Keras;Pandas;TensorFlow
Microsoft Teams;Microsoft Azure;Trello
Microsoft Teams;Microsoft Azure
Somewhat important
Fairly important
Curious about other opportunities;Better compensation;Trouble with my teammates;Trouble with my direct manager;Better work/life balance;Growth or leadership opportunities;Looking to relocate
Read company media, such as employee blogs or company culture videos;Personal network - friends or family;Read other media like news articles, founder profiles, etc. about the company
Once a year
Often: 1-2 days per week or more
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;Do other work and come back later
500 to 999 employees
Linux;Microsoft Azure;Windows
Linux;Microsoft Azure;Windows
I have little or no influence
Straight / Heterosexual
Yes, somewhat
Less than once per month or monthly
Multiple times per day
Appropriate in length
Mathematics or statistics
Somewhat less welcome now than last year
Under 30