I am a developer by profession
Singapore dollar
Data scientist or machine learning specialist
Other doctoral degree (Ph.D., Ed.D., etc.)
Employed full-time
South Asian
Flex time or a flexible schedule;Languages, frameworks, and other technologies I’d be working with;Office environment or company culture
Slightly satisfied
I am not interested in new job opportunities
Apache Spark;Keras;Pandas;TensorFlow;Torch/PyTorch
Keras;Pandas;Torch/PyTorch
Jira;Github;Slack
Confluence;Jira;Github
Extremely important
Fairly important
Wanting to share accomplishments with a wider network;Better compensation;Better work/life balance;Wanting to work with new technologies;Growth or leadership opportunities
Company reviews from third party sites (e.g. Glassdoor, Blind);Personal network - friends or family;Read other media like news articles, founder profiles, etc. about the company
Once a year
Often: 1-2 days per week or more
Hello, old friend
Stack Overflow (public Q&A for anyone who codes)
Visit Stack Overflow;Watch help / tutorial videos
10 to 19 employees
Docker;Kubernetes;Linux
Linux;Windows
I have little or no influence
Straight / Heterosexual
Neutral
A few times per month or weekly
Daily or almost daily
Appropriate in length
Computer science, computer engineering, or software engineering
Just as welcome now as I felt last year
At least 30