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AI Skills Command Higher Salary Premiums Than Certifications, Study Shows

• By John K. Waters
• August 5, 2025

Employers are paying significantly higher salary premiums for practical artificial intelligence skills than for formal AI certifications, according to new research that tracked compensation data from nearly 5,000 companies.

The study from Foote Partners' IT Skills and Certifications Pay Index found that 23 non-certified AI skills command salary bonuses ranging from 19% to 23% of base pay. In contrast, the ten highest-paying AI certifications averaged premiums of only 9% to 11%.

The research, based on data from 4,722 employers, suggests a fundamental shift in how companies value AI expertise as the technology moves from experimental projects to operational deployment.

"AI is beginning to shift from experimental to operational for many employers," said David Foote, chief analyst and research officer of Foote Partners. "Now, employers are thinking about jobs more as tasks, not titles."

According to the study, companies are restructuring work into three categories: tasks performed entirely by AI systems, those requiring human-AI collaboration, and activities that are exclusively human. This task-based approach demands constantly evolving skill combinations that formal certification programs find difficult to fully capture.

The data shows 89 non-certified AI skills deemed essential to company initiatives earn workers an average 15% salary premium, compared to 8.1% for the 21 AI-related certifications tracked in the study.

The AI skills premium market has expanded rapidly. When Foote Partners began tracking AI-related pay bonuses 18 months ago, only 57 skills and certifications qualified for premium compensation. That number has nearly doubled to 110 as companies integrate AI tools into core business operations.

Overall pay premiums for AI-related skills and certifications increased more than 3% in market value during the year ending July 1, 2025, indicating sustained employer demand for AI expertise.

The findings reflect broader changes in how employers evaluate technical talent in rapidly evolving fields. Companies appear to prioritize demonstrated ability to apply AI tools in real-world scenarios over formal credentials that may not keep pace with technological developments.

The research suggests professionals seeking to capitalize on AI opportunities may benefit more from building practical skills through hands-on experience rather than pursuing traditional certification paths.

The study tracked compensation premiums across various AI specializations, from machine learning implementation to natural language processing applications, as companies seek workers who can immediately contribute to AI initiatives without extensive additional training.