I am a developer by profession
Ukrainian hryvnia
Data scientist or machine learning specialist;Engineer, data;Scientist
Master’s degree (M.A., M.S., M.Eng., MBA, 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;Opportunities for professional development
Slightly satisfied
I’m not actively looking, but I am open to new opportunities
Apache Spark;Hadoop;Keras;Pandas;Puppet;Torch/PyTorch
.NET;Apache Spark;Hadoop;Keras;Pandas;TensorFlow;Torch/PyTorch;Unity 3D
Jira;Github;Slack;Microsoft Azure;Google Suite (Docs, Meet, etc)
Github;Slack;Microsoft Teams;Microsoft Azure;Google Suite (Docs, Meet, etc)
Somewhat important
Very important
Curious about other opportunities;Better compensation;Trouble with my direct manager;Growth or leadership opportunities;Looking to relocate
Personal network - friends or family;Read other media like news articles, founder profiles, etc. about the company
Every few months
Sometimes: 1-2 days per month but less than weekly
Start a free trial;Ask developers I know/work with
Annoyed
Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics)
Play games;Call a coworker or friend;Visit Stack Overflow;Do other work and come back later
5,000 to 9,999 employees
Google Cloud Platform;IBM Cloud or Watson;Linux;Microsoft Azure;Raspberry Pi;Windows
Android;AWS;Docker;Linux;Microsoft Azure;Windows
I have a great deal of influence
Straight / Heterosexual
Yes, somewhat
Less than once per month or monthly
A few times per week
Appropriate in length
Mathematics or statistics
Just as welcome now as I felt last year
Under 30