I am a developer by profession
Pound sterling
Data scientist or machine learning specialist;Developer, back-end;Engineer, data
Master’s degree (M.A., M.S., M.Eng., MBA, etc.)
Employed full-time
Diversity of the company or organization;Flex time or a flexible schedule;Remote work options
Neither
I’m not actively looking, but I am open to new opportunities
Apache Spark;Keras;Pandas;TensorFlow;Teraform
Apache Spark;Hadoop;Keras;Pandas;Teraform
Github;Slack
Jira;Github;Slack;Trello;Google Suite (Docs, Meet, etc)
Extremely important
Fairly important
Having a bad day (or week or month) at work;Curious about other opportunities;Trouble with my teammates;Trouble with leadership at my company;Better work/life balance;Wanting to work with new technologies
Read company media, such as employee blogs or company culture videos;Company reviews from third party sites (e.g. Glassdoor, Blind)
Every few months
Sometimes: 1-2 days per month but less than weekly
Hello, old friend
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)
Meditate;Call a coworker or friend;Visit Stack Overflow;Go for a walk or other physical activity;Do other work and come back later
100 to 499 employees
Arduino;AWS;Docker;Kubernetes;Linux;MacOS;Raspberry Pi
Arduino;AWS;Docker;Kubernetes;Linux;MacOS;Raspberry Pi
I have little or no influence
No, not really
Less than once per month or monthly
Multiple times per day
Appropriate in length
Mathematics or statistics
Somewhat more welcome now than last year
At least 30