2025 AI & ML Compensation Trends & Practices Report
As companies race to include Artificial Intelligence (AI) and Machine Learning (ML) capabilities in their products and business processes, demand for skilled AI/ML talent is booming. As a result, organizations are struggling to keep pace with compensation trends and practices across the market.

To help companies understand today's rapidly evolving landscape, we mined our real-time dataset to examine the current state of AI/ML pay and hiring.

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In this report, you’ll receive information on:

  • Current base salary and equity compensation levels for AI/ML talent, and the premiums they earn over data scientists and software engineers
  • Attrition rates for AI/ML talent, plus sign-on bonus and vesting practices
  • Offer and hiring volumes for AI/ML talent
  • Strategies for incorporating AI/ML roles into your job architecture