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AI Coding Assistant Surveys by Companies
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| Study Name | Year | Number of Developers | Coding Assistant(s) | Method | Productivity Improvement | Key Findings | Link | |
|---|---|---|---|---|---|---|---|---|
| GitHub Copilot Survey | 2022 | 2,000+ | GitHub Copilot | Survey | 55% reported increased productivity | - 88% felt more productive overall - 74% could focus on more satisfying work - 77% spent less time searching for information or examples | https://github.blog/news-insights/research/research-quantifying-github-copilots-impact-on-developer-productivity-and-happiness/ | |
| McKinsey Developer Productivity Survey | 2022 | 1,000+ | Various AI-powered tools | Survey | Up to 45% increase | - AI tools could automate up to 30% of daily tasks - Productivity gains most significant for entry-level developers | https://www.mckinsey.com/capabilities/mckinsey-digital/our-insights/unleashing-developer-productivity-with-generative-ai | |
| GitHub Copilot Survey | 2023 | 500 | Various AI Coding Tools | Survey | 57% of developers found AI tools beneficial for skill development and productivity | - 92% of developers use AI tools - 81% expect AI to enhance collaboration - AI tools seen as beneficial for reducing cognitive load and preventing burnout | https://github.blog/news-insights/research/survey-reveals-ais-impact-on-the-developer-experience/ | |
| Amazon CodeWhisperer Survey | 2023 | Not specified | Amazon CodeWhisperer | Unknown | Up to 57% faster code completion | - Developers 27% faster in completing tasks overall - 38% reduction in keystrokes required | https://aws.amazon.com/blogs/training-and-certification/build-with-amazon-codewhisperer-through-aws-jam/ | |
| Stack Overflow Developer Survey | 2023 | Over 90,000 | Various (GitHub Copilot, ChatGPT, etc.) | Survey | Not specified | - 70% of professional developers reported using AI tools - 78% found them at least somewhat helpful | https://survey.stackoverflow.co/2023/#ai | |
| GitHub Copilot Survey | 2024 | 2000+ | Various AI Coding Tools | Survey | 90% improvement in code quality for U.S. and India | - 97% of developers use AI tools, with high benefits in quality, efficiency, and onboarding - 60-71% find AI tools helpful for learning new languages and codebases - Expectation for future AI enhancements in security and customer-focused features | https://github.blog/news-insights/research/survey-ai-wave-grows/ | |
| Bain & Company Survey | 2024 | Not specified | Various Generative AI Tools | Industry Report | 10-15% current; up to 30% with optimized use | - Companies report 10-15% gains, with potential 30% gains with comprehensive AI adoption - Intuit’s generative AI integration accelerated integration tasks and improved code standardization - Emphasis on holistic efficiency improvement | https://www.bain.com/insights/beyond-code-generation-more-efficient-software-development-tech-report-2024?gad_source=1&gbraid=0AAAAACxy-RFNxdAXPKLcPXD07SsHV39mj&gclid=Cj0KCQjwpvK4BhDUARIsADHt9sQHMhOrQ7oev6KSVUMLvbAq56jORhdEdC4Etqc08sKzYFJfSQ27SbQaAvnYEALw_wcB |
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