![]() On the 2019 Developer Survey, we gave respondents multiple options to choose from for their professional role, and each respondent could choose as many as appropriate for them. (Both bachelor's degrees and even higher degrees are associated with significantly increased pay for people who code.) Over the past several years, data science and data engineering work have been moving away from an extreme outlier position into the mainstream of software work.ĭevOps-focused work, on the other hand, is unusual both in terms of high compensation globally, as well as job satisfaction, how few DevOps specialists are looking for work, and more. Data scientists are highly paid, but not more so than a similarly educated developer doing other kinds of work. from the typical salary for that country with a given experience and education.ĭata roles fall into that last category, meaning that we have evidence here that high salaries for data scientists and data engineers can be accounted for by high education and high experience levels alone. In the end, some roles such as DevOps are associated with higher salaries, some roles such as game developers are associated with lower salaries, and most are not associated with any change from the baseline salary, i.e. This means that we cannot use our modeling to answer questions like whether embedded developers in Germany are paid relatively more than in the United States, but we can pool all the countries' data together to build a more accurate model than we would have otherwise. To make accurate and confident estimate for salaries using this data, we build a model that accounts for all of these characteristics at once. Our survey sample is large, but we sample differently along the distributions of experience, education, developer role, and other characteristics in each country. Notice that we see the same mix of developers roles near the top and near the bottom of these plots for each country. Like last year, people working in DevOps are high earners. As an example, our results indicate that people in Paris who code for work earn about 15% more than people in the rest of France.Įarning potential and types of coding workĪnother important factor that affects how much a developer is paid is what kind of work they do. Support for Italy is new this year, so if you are a developer living in Italy, be sure to check out our results! We are also able to predict salary estimates for some specific cities that have different salary characteristics than the countries in which they are located, such as Seattle, New York, and the San Francisco Bay Area in the United States. The situation in Europe, Russia, Brazil, and India is not quite as positive, with mostly stable salaries this year compared to last, controlling for education and experience.īased on our Developer Survey data this year, we are able to report salary estimates for nine countries in addition to the five shown above: According to our survey, people who code in countries like the United States and Canada are earning about 5% more this year compared to last year, even controlling for experience and education. What types of changes do we see overall compared to last year? Looking in detail at last year's model compared to this year's model is a more fair comparison (contrasted with the 2017 to 2018 comparison) because our data cleaning and preparation process was more consistent we have more confidence in year-to-year trends this year. Let's look at salaries for the top five countries for Stack Overflow traffic and respondents on the Stack Overflow Developer Survey. One of the factors that impacts salaries the most for people who code is where they live and work. the technologies you use professionally.years of professional coding experience,.The inputs to our salary calculator, what we find most predictive of a developer's salary, are your ![]() Our salary calculator is based on the comprehensive data from the Stack Overflow Developer Survey, and this large, extensive survey data allows us to build an accurate model that reflects trends in how coding work is being compensated around the world. This is the third year we have released our salary calculator, and we continue to use the same modeling approach from previous years. Today we are launching the 2019 update to the Stack Overflow Salary Calculator, a tool that allows developers and employers to understand representative salaries for the software industry based on experience level, location, education, and specific technologies.
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