I am a developer by profession
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
Flex time or a flexible schedule;Remote work options;Office environment or company culture
Very satisfied
I’m not actively looking, but I am open to new opportunities
Apache Spark;Pandas;TensorFlow;Teraform
Apache Spark;Hadoop;Pandas;TensorFlow;Teraform
Confluence;Jira;Github;Slack;Microsoft Teams;Microsoft Azure;Trello
Confluence;Jira;Github;Slack;Microsoft Teams;Microsoft Azure;Trello
Extremely important
Somewhat important
Trouble with my direct manager;Trouble with leadership at my company;Growth or leadership opportunities
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
Once a year
Often: 1-2 days per week or more
Ask developers I know/work with
Hello, old friend
Stack Overflow (public Q&A for anyone who codes)
Meditate;Visit Stack Overflow;Go for a walk or other physical activity;Do other work and come back later
100 to 499 employees
Docker;Microsoft Azure
Microsoft Azure
I have a great deal of influence
Bisexual
Neutral
A few times per week
Appropriate in length
A business discipline (such as accounting, finance, marketing, etc.)
Just as welcome now as I felt last year
At least 30