I am not primarily a developer, but I write code sometimes as part of my work
Pound sterling
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
Industry that I’d be working in;Specific department or team I’d be working on;Financial performance or funding status of the company or organization
Slightly satisfied
I’m not actively looking, but I am open to new opportunities
Apache Spark;Hadoop;Keras;Pandas;TensorFlow;Torch/PyTorch
Apache Spark;Hadoop;Keras;Pandas;TensorFlow;Torch/PyTorch
Confluence;Jira
Confluence;Jira;Github;Google Suite (Docs, Meet, etc)
Neutral
Critically important
Curious about other opportunities
Read company media, such as employee blogs or company culture videos
Once a year
Occasionally: 1-2 days per quarter but less than monthly
Start a free trial;Ask developers I know/work with
Indifferent
Stack Overflow (public Q&A for anyone who codes)
Call a coworker or friend;Visit Stack Overflow;Watch help / tutorial videos;Visit another developer community (please name):
10,000 or more employees
Docker;Linux
Linux;Windows
I have some influence
Straight / Heterosexual
Yes, somewhat
A few times per month or weekly
Multiple times per day
Appropriate in length
A business discipline (such as accounting, finance, marketing, etc.)
Just as welcome now as I felt last year
At least 30