I am a developer by profession
United States dollar
Data scientist or machine learning specialist;Developer, back-end;Engineer, data
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Employed full-time
Southeast Asian
Languages, frameworks, and other technologies I’d be working with;Specific department or team I’d be working on;Opportunities for professional development
Slightly dissatisfied
I am actively looking for a job
Apache Spark;Hadoop;Pandas;TensorFlow;Torch/PyTorch
Ansible;Apache Spark;Hadoop;Pandas
Confluence;Jira;Github;Gitlab;Microsoft Teams;Google Suite (Docs, Meet, etc)
Extremely important
Fairly important
Curious about other opportunities;Better compensation;Wanting to work with new technologies
Company reviews from third party sites (e.g. Glassdoor, Blind);Publicly available financial information (e.g. Crunchbase);Personal network - friends or family
Once a year
Rarely: 1-2 days per year or less
Annoyed
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;Watch help / tutorial videos
10,000 or more employees
AWS;Docker;Google Cloud Platform;Kubernetes
Linux;Windows
I have little or no influence
Straight / Heterosexual
Yes, definitely
A few times per month or weekly
Multiple times per day
Too long
Another engineering discipline (such as civil, electrical, mechanical, etc.)
Somewhat more welcome now than last year
Under 30