Developer Research & Data

Data-driven research on developer careers. Every statistic sourced, every data point cited. Use these resources to make informed career decisions.

Salary Data

Software Developer Salary Statistics 2026: The Complete Breakdown

50+ data points from BLS, Stack Overflow, and Levels.fyi. State-by-state salary data, pay by language, experience level breakdowns, and total compensation figures. Every stat sourced and cited.

50+ data points 15+ sources
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Language Trends

Programming Language Statistics 2026: Popularity, Salary, and Growth Data

50+ data points from TIOBE, GitHub Octoverse, Stack Overflow, and SlashData. Popularity rankings, salary by language, developer community sizes, and AI impact on language choice.

50+ data points 12+ sources
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Job Market

Developer Job Market Statistics 2026: 40+ Data Points on Hiring, Layoffs, and Demand

Hiring trends, layoff data, in-demand roles, new grad unemployment, and skills gap projections. Every stat cited from BLS, CompTIA, Indeed, Robert Half, SignalFire, and more.

40+ data points 17 sources
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Remote Work

Remote Work Statistics for Developers 2026: The Complete Data Breakdown

Remote vs hybrid vs office data, salary impact, productivity research, and developer-specific trends from Stack Overflow, Gallup, Robert Half, Owl Labs, Stanford, and more.

45+ data points 14 sources
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Developer Wellness

Developer Burnout Statistics 2026: 30+ Data Points on the Silent Career Killer

30+ data points from JetBrains, Yerbo, Blind, Stack Overflow, Haystack Analytics, and Harness. Burnout rates, gender gaps, financial costs, and quit intent. Every stat sourced and cited.

30+ data points 14 sources
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Interview Data

Software Engineer Interview Statistics 2026: 40+ Data Points on Hiring Funnels, Pass Rates, and What Actually Works

40+ data points from Karat, interviewing.io, CareerPlug, Gem, and Greenhouse. Candidates per hire, FAANG acceptance rates, interview volatility data, AI impact on hiring, and prep strategies backed by 100K+ interviews.

40+ data points 20+ sources
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Education & ROI

Coding Bootcamp Statistics 2026: 35+ Data Points on Outcomes, Costs, and ROI

35+ data points from CIRR, Course Report, BLS, Gallup, NACE, and more. Job placement rates, salary outcomes, graduation data, market size, ROI analysis, and the industry shakeout. Every stat sourced and cited.

35+ data points 15+ sources
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