What 56,000 Developers Reveal About Tech Trends, Salaries, and Diversity in 2016
The 2016 Stack Overflow survey of over 56,000 developers from 173 countries provides a comprehensive look at demographics, job roles, preferred technologies, compensation, work environments, geographic differences, and diversity challenges within the global software development community.
Developer Survey 2016 Overview
In 2016, over 56,033 developers from 173 countries responded to a Stack Overflow survey, providing insights into demographics, job roles, technologies, salaries, and more.
Developer Profiles
Full‑stack developers were the largest group, typically proficient in 5‑6 languages. Mobile developers made up about 3% (Android) and 2.5% (iOS). The average age was 29.6 years (median 27).
Technology Preferences
JavaScript was the most popular language across all roles, with many back‑end developers also using it. The top‑liked technologies were Rust, Swift, and Go; the most dreaded was Visual Basic. React, Node.js, and Angular were rising web technologies, while CoffeeScript, Haskell, and Windows Phone were declining.
Diversity
Only 6% of respondents were women, highlighting a gender imbalance. Women were more represented in design and QA roles, while machine‑learning and technical executive positions were male‑dominated.
Education
69% of developers were self‑taught; 43% held a computer‑science‑related degree, and 2% had a PhD. Machine‑learning developers often had advanced degrees.
Compensation
Developers using JavaScript, React, Node, or Angular earned higher salaries. Cloud‑platform developers and those proficient in Scala, Spark, or Hadoop also commanded premium pay. iOS mobile developers earned on average $10,000 more than Android developers.
Work Environment
Most developers (91%) were employed full‑time or freelance. About 15% were actively job‑searching, while 78% were open to new opportunities. Remote work was practiced by 12% full‑time and 30% part‑time.
Geography and Cost of Living
Mac and Linux overtook Windows as the most used operating systems. Salary purchasing power varied widely, with developers in South Africa able to buy ~25,000 Big Macs per year, while those in the United States could afford ~21,500.
Community Engagement
Over half of developers visited Stack Overflow multiple times daily, using it both for problem‑solving and learning.
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