36,939 responses; select all that apply
We can demonstrate the effect of our survey sample on our results, both in direction and magnitude.Many developers work on code outside of work.
11,611 responses
41,811 responses; select all that apply
Of the professional developers on Stack Overflow, approximately 40% learned to code less than 10 years ago. Wordpress is still the most dreaded, but Slack Apps and integrations, newly added to the list this year, rank high at the number four spot.Almost half of the respondents use Windows as their primary operating system. 3,659 responses
Perhaps this is why over 2.1 million people visited the
Stack Overflow’s annual Developer Survey is the largest and most comprehensive survey of people who code around the world. When we use weighting, we see small increases in the representation of developer roles that have the most representation from women, like Data Scientists and Academic Researchers, and decreases in others with low representation from women, like DevOps.We know there are more ways in which our survey sample doesn't match the underlying population of developers than only gender (including frequency of use of Stack Overflow), and the United States is not the only country for which we expect such a mismatch. When asked why they responded the way they did, respondents who felt less welcome mentioned the relationship between the community and the company and question quality.
We synthesized all this together to curate a collection of technologies to include.
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3,974 responses
10,355 responses; select all that apply
In the US, UK, Germany, and Canada, over 80% of developers are not actively looking for a job, but at least half are open to new opportunities.If we break out the data by job function, over 20% of academic researchers, data scientists, and data/business analysts are actively looking for a new job, followed closely by designers, game developers, and mobile developers at 19%.
You can access to the data through this link: You can access to the data through this link: Stack Overflow There are a lot of different developers around the world. 5 min read. For example, in our survey this year, 12% of US respondents identify as women, but data from the US Bureau of Labor Statistics estimates that women's participation in the software developer workforce is about twice that, more like 20%. However, we see some slight growth in the popularity of Firebase, which edged out Elasticsearch this year.Linux and Windows maintain the top spots for most popular platforms, with over half of the respondents reporting that they have done development work with them this year.
% of developers who are developing with the language or technology and have expressed interest in continuing to develop with it
This year’s survey was taken by nearly 65,000 people.
50,804 responses
Though this data is not present in results, it is available for analysis in the raw data.We asked respondents in a free text question one thing they would change about Stack Overflow if they had the chance. 46,383 responses
When looking only at the US, Scala developers tend to have the highest salaries.Technologies cluster together into related ecosystems that tend to be used by the same developers.
% of developers who are developing with the language or technology but have not expressed interest in continuing to do so
However, we see some improvement when we look at all respondents—not just the ones who code professionally. ... or who don't like taking English-language surveys.
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