I am not primarily a developer, but I write code sometimes as part of my work
Pound sterling
Academic researcher;Data scientist or machine learning specialist
Other doctoral degree (Ph.D., Ed.D., etc.)
Employed full-time
White or of European descent
Industry that I’d be working in;Office environment or company culture;Opportunities for professional development
Slightly dissatisfied
I’m not actively looking, but I am open to new opportunities
Keras;Pandas;TensorFlow
Keras;Pandas;TensorFlow
Jira;Github;Slack;Google Suite (Docs, Meet, etc)
Confluence;Jira;Github;Gitlab;Facebook Workplace;Slack;Google Suite (Docs, Meet, etc)
Extremely important
Somewhat important
Curious about other opportunities;Better compensation;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);Personal network - friends or family;Read other media like news articles, founder profiles, etc. about the company;Directly asking current or past employees at the company
Every few months
Often: 1-2 days per week or more
Start a free trial;Ask developers I know/work with;Research companies that have advertised on sites I visit
Hello, old friend
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)
Meditate;Call a coworker or friend;Visit Stack Overflow;Go for a walk or other physical activity;Do other work and come back later
1,000 to 4,999 employees
Docker;Google Cloud Platform
Docker;Google Cloud Platform
I have some influence
Straight / Heterosexual
Yes, definitely
A few times per week
Multiple times per day
Appropriate in length
A social science (such as anthropology, psychology, political science, etc.)
Just as welcome now as I felt last year
At least 30