I am a developer by profession
Russian ruble
Data scientist or machine learning specialist;Developer, back-end
Other doctoral degree (Ph.D., Ed.D., etc.)
Employed full-time
White or of European descent
Flex time or a flexible schedule;Specific department or team I’d be working on;Opportunities for professional development
Slightly satisfied
I’m not actively looking, but I am open to new opportunities
Keras;Pandas;TensorFlow
Keras;Pandas;TensorFlow
Confluence;Jira;Github;Slack
Confluence;Jira;Github;Slack
Extremely important
Fairly important
Having a bad day (or week or month) at work;Wanting to share accomplishments with a wider network;Better compensation;Better work/life balance;Wanting to work with new technologies;Growth or leadership opportunities;Looking to relocate
Personal network - friends or family;Directly asking current or past employees at the company
Once a year
Rarely: 1-2 days per year or less
Start a free trial;Ask developers I know/work with;Read ratings or reviews on third party sites like G2Crowd
Annoyed
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;Go for a walk or other physical activity;Watch help / tutorial videos;Do other work and come back later
20 to 99 employees
Linux
Linux
I have some influence
Straight / Heterosexual
Yes, somewhat
Less than once per month or monthly
Multiple times per day
Appropriate in length
Another engineering discipline (such as civil, electrical, mechanical, etc.)
Just as welcome now as I felt last year
At least 30