ML/AI Engineers are getting sign-on bonuses ~2.5x more frequently than other candidates

% of IC & Manager Offers Including Sign-On Bonus

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Dataset: 140K+ accepted offers, trailing 18 months as of 2025, 3,000+ companies, Pave × Greenhouse

Source: PaveEmbed