I am a developer by profession
United States dollar
Data scientist or machine learning specialist;Developer, back-end
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Employed full-time
White or of European descent
Remote work options;Financial performance or funding status of the company or organization;Opportunities for professional development
Slightly dissatisfied
I’m not actively looking, but I am open to new opportunities
Apache Spark;Hadoop;Keras;Pandas
Pandas
Confluence;Jira;Github;Slack
Confluence;Jira;Github;Slack
Neutral
Very important
Better compensation;Wanting to work with new technologies;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);Read other media like news articles, founder profiles, etc. about the company;Directly asking current or past employees at the company
Once every few years
Occasionally: 1-2 days per quarter but less than monthly
Indifferent
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)
Visit Stack Overflow;Watch help / tutorial videos
5,000 to 9,999 employees
AWS;Docker;Google Cloud Platform;Kubernetes;Linux;Microsoft Azure
Linux
I have little or no influence
Straight / Heterosexual
Yes, definitely
Less than once per month or monthly
A few times per week
Appropriate in length
Just as welcome now as I felt last year
At least 30