I am a developer by profession
Pound sterling
Data scientist or machine learning specialist
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Employed full-time
Industry that I’d be working in;Specific department or team I’d be working on;Office environment or company culture
Very satisfied
I am not interested in new job opportunities
Apache Spark;Keras;Pandas;TensorFlow
Apache Spark;Keras;Pandas;TensorFlow
Github;Slack
Confluence;Github;Slack;Google Suite (Docs, Meet, etc)
Extremely important
Not at all important/not necessary
Having a bad day (or week or month) at work;Curious about other opportunities;Better compensation;Trouble with my direct manager;Trouble with leadership at my company;Better work/life balance;Wanting to work with new technologies;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);Publicly available financial information (e.g. Crunchbase);Personal network - friends or family;Read other media like news articles, founder profiles, etc. about the company
Every few months
Sometimes: 1-2 days per month but less than weekly
Start a free trial
Indifferent
Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics)
Call a coworker or friend;Visit Stack Overflow;Panic;Do other work and come back later
100 to 499 employees
AWS;Docker;Linux;MacOS
AWS;Docker;Linux;MacOS
I have some influence
No, not at all
Multiple times per day
Too long
Computer science, computer engineering, or software engineering
Just as welcome now as I felt last year
Under 30