I am not primarily a developer, but I write code sometimes as part of my work
Singapore dollar
Data scientist or machine learning specialist;Senior executive/VP
Some college/university study without earning a degree
Employed full-time
White or of European descent
Flex time or a flexible schedule;Languages, frameworks, and other technologies I’d be working with;Office environment or company culture
Slightly dissatisfied
I am actively looking for a job
Hadoop;Pandas;TensorFlow
Hadoop;Pandas;TensorFlow
Confluence;Jira;Github;Slack;Trello;Google Suite (Docs, Meet, etc)
Confluence;Jira;Github;Facebook Workplace;Slack;Trello;Google Suite (Docs, Meet, etc)
Extremely important
Not at all important/not necessary
Having a bad day (or week or month) at work;Better compensation;Trouble with leadership at my company;Better work/life balance;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);Personal network - friends or family;Directly asking current or past employees at the company
Once a year
Often: 1-2 days per week or more
Start a free trial;Ask developers I know/work with;Visit developer communities like Stack Overflow
Annoyed
Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics)
Visit Stack Overflow;Go for a walk or other physical activity;Watch help / tutorial videos;Do other work and come back later
10,000 or more employees
Linux
AWS;Google Cloud Platform;Linux;Raspberry Pi
I have a great deal of influence
Straight / Heterosexual
Yes, definitely
A few times per month or weekly
Multiple times per day
Too short
Computer science, computer engineering, or software engineering
Somewhat less welcome now than last year
At least 30