I am a developer by profession
Pound sterling
Data scientist or machine learning specialist
Master’s degree (M.A., M.S., M.Eng., MBA, etc.)
Employed full-time
Hispanic or Latino/a/x
Languages, frameworks, and other technologies I’d be working with;Office environment or company culture;Opportunities for professional development
Very satisfied
I’m not actively looking, but I am open to new opportunities
Apache Spark;Hadoop;Pandas;TensorFlow;Torch/PyTorch;Unity 3D
Apache Spark;Hadoop;Pandas;TensorFlow;Torch/PyTorch
Jira;Github;Slack
Jira;Github;Slack;Microsoft Teams;Trello
Extremely important
Very important
Curious about other opportunities;Better compensation;Better work/life balance;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);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
Sometimes: 1-2 days per month but less than weekly
Annoyed
Stack Overflow (public Q&A for anyone who codes)
Visit Stack Overflow
10,000 or more employees
Android;Arduino;AWS;Docker;Kubernetes;Raspberry Pi
Android;Arduino;AWS;Docker;Kubernetes;Raspberry Pi
I have little or no influence
Straight / Heterosexual
Neutral
A few times per month or weekly
Multiple times per day
Appropriate in length
Computer science, computer engineering, or software engineering
A lot more welcome now than last year
Under 30