The source adds: "To allow for skills penetration comparisons across countries, the skills genomes are calculated and a relevant benchmark is selected (e.g., global average). A ratio is then constructed between a country’s and the benchmark’s AI skills penetrations, controlling for occupations."
Citation formats
AI skills' relative penetration rate worldwide 2015-2025, by region
Between 2015 and 2025, artificial intelligence (AI) skills in India were featured in LinkedIn profiles **** times more prominently than on average globally. Thus, India maintained its position as a global leader in relative AI skill penetration. The United States and Germany followed, with relative AI skill penetration rates of **** and ***** respectively.
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Stanford University. (April 29, 2026). Relative penetration rate of artificial intelligence (AI) skills based on LinkedIn profiles from 2015 to 2025 worldwide, by region [Graph]. In Statista. Retrieved August 01, 2026, from https://www.statista.com/statistics/1472152/relative-ai-skill-penetration-rate-by-region/
Stanford University. "Relative penetration rate of artificial intelligence (AI) skills based on LinkedIn profiles from 2015 to 2025 worldwide, by region." Chart. April 29, 2026. Statista. Accessed August 01, 2026. https://www.statista.com/statistics/1472152/relative-ai-skill-penetration-rate-by-region/
Stanford University. (2026). Relative penetration rate of artificial intelligence (AI) skills based on LinkedIn profiles from 2015 to 2025 worldwide, by region. Statista. Statista Inc.. Accessed: August 01, 2026. https://www.statista.com/statistics/1472152/relative-ai-skill-penetration-rate-by-region/
Stanford University. "Relative Penetration Rate of Artificial Intelligence (Ai) Skills Based on Linkedin Profiles from 2015 to 2025 Worldwide, by Region." Statista, Statista Inc., 29 Apr 2026, https://www.statista.com/statistics/1472152/relative-ai-skill-penetration-rate-by-region/
Stanford University, Relative penetration rate of artificial intelligence (AI) skills based on LinkedIn profiles from 2015 to 2025 worldwide, by region Statista, https://www.statista.com/statistics/1472152/relative-ai-skill-penetration-rate-by-region/ (last visited August 01, 2026)
Relative penetration rate of artificial intelligence (AI) skills based on LinkedIn profiles from 2015 to 2025 worldwide, by region [Graph], Stanford University, April 29, 2026. [Online]. Available: https://www.statista.com/statistics/1472152/relative-ai-skill-penetration-rate-by-region/
