I am not primarily a developer, but I write code sometimes as part of my work
European Euro
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;Multiracial
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
Keras;Pandas;TensorFlow
Pandas
Github;Slack
Confluence;Jira;Github;Gitlab;Slack;Google Suite (Docs, Meet, etc)
Extremely important
Somewhat important
Trouble with my direct manager;Trouble with leadership at my company;Wanting to work with new technologies;Growth or leadership opportunities;Looking to relocate
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);Read other media like news articles, founder profiles, etc. about the company
Once a year
Often: 1-2 days per week or more
Start a free trial;Ask developers I know/work with;Visit developer communities like Stack Overflow;Read ratings or reviews on third party sites like G2Crowd
Amused
Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics);Stack Overflow Jobs (for job seekers)
Call a coworker or friend;Visit Stack Overflow
20 to 99 employees
Docker;Google Cloud Platform;Kubernetes;Linux
Docker;Linux
I have some influence
Straight / Heterosexual
Neutral
A few times per week
Daily or almost daily
Too long
A social science (such as anthropology, psychology, political science, etc.)
Somewhat more welcome now than last year
Under 30