I am a developer by profession
United States dollar
Data scientist or machine learning specialist
Master’s degree (M.A., M.S., M.Eng., MBA, etc.)
Employed full-time
White or of European descent
Specific department or team I’d be working on;Office environment or company culture;Opportunities for professional development
Slightly dissatisfied
I am actively looking for a job
TensorFlow;Torch/PyTorch
Apache Spark;Hadoop;Keras;TensorFlow;Torch/PyTorch
Confluence;Jira;Github;Slack;Stack Overflow for Teams
Confluence;Jira;Github;Slack;Google Suite (Docs, Meet, etc);Stack Overflow for Teams
Neutral
Very important
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);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
Once a year
Rarely: 1-2 days per year or less
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)
Visit Stack Overflow;Go for a walk or other physical activity;Do other work and come back later
10,000 or more employees
AWS;Docker;Google Cloud Platform;Kubernetes;Slack Apps and Integrations
AWS;Docker;Google Cloud Platform;Linux
I have some influence
Straight / Heterosexual
Neutral
Less than once per month or monthly
Daily or almost daily
Appropriate in length
Mathematics or statistics
Just as welcome now as I felt last year
At least 30