I am a developer by profession
Thai baht
Data scientist or machine learning specialist;Engineer, data
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;Financial performance or funding status of the company or organization;Office environment or company culture
Slightly satisfied
I’m not actively looking, but I am open to new opportunities
TensorFlow;Torch/PyTorch
Apache Spark;Hadoop;Keras;Pandas;TensorFlow
Confluence;Jira;Github;Slack;Google Suite (Docs, Meet, etc)
Somewhat important
Fairly important
Curious about other opportunities;Better compensation;Trouble with my direct manager;Trouble with leadership at my company;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);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
Often: 1-2 days per week or more
Start a free trial;Ask developers I know/work with;Visit developer communities like Stack Overflow
Indifferent
Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics)
Play games;Call a coworker or friend;Visit Stack Overflow;Go for a walk or other physical activity;Watch help / tutorial videos;Do other work and come back later
10,000 or more employees
AWS;Google Cloud Platform;Kubernetes
Docker;Linux;MacOS
I have some influence
Straight / Heterosexual
Neutral
A few times per month or weekly
Multiple times per day
Too long
Mathematics or statistics
Just as welcome now as I felt last year
At least 30