I am a developer by profession
Brazilian real
Data scientist or machine learning specialist
Other doctoral degree (Ph.D., Ed.D., etc.)
Employed full-time
White or of European descent
Industry that I’d be working in;Diversity of the company or organization;Opportunities for professional development
Slightly dissatisfied
I’m not actively looking, but I am open to new opportunities
Apache Spark;Hadoop;Keras;Pandas;TensorFlow;Torch/PyTorch
Pandas
Github;Slack;Google Suite (Docs, Meet, etc)
Github;Slack;Microsoft Azure;Google Suite (Docs, Meet, etc)
Extremely important
Very important
Having a bad day (or week or month) at work;Curious about other opportunities;Better compensation;Trouble with my teammates;Trouble with my direct manager;Trouble with leadership at my company;Wanting to work with new technologies;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);Publicly available financial information (e.g. Crunchbase);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
Every few months
Often: 1-2 days per week or more
Start a free trial;Ask developers I know/work with;Visit developer communities like Stack Overflow;Read ratings or reviews on third party sites like G2Crowd
Hello, old friend
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;Go for a walk or other physical activity;Panic;Do other work and come back later
2 to 9 employees
Docker;Google Cloud Platform;Linux;Microsoft Azure;Slack Apps and Integrations;Windows;WordPress
Google Cloud Platform;Linux;Microsoft Azure;Slack Apps and Integrations;Windows;WordPress
I have some influence
Gay or Lesbian
Yes, somewhat
A few times per month or weekly
Multiple times per day
Appropriate in length
A natural science (such as biology, chemistry, physics, etc.)
Just as welcome now as I felt last year
Under 30