AI Is Boosting Pay for Workers With Hard-Won Experience

Federal Reserve Bank of Dallas finds AI-exposed jobs paying more when tacit knowledge matters, less when textbook skills dominate.

AI Is Boosting Pay for Workers With Hard-Won Experience

Here's a twist in the AI-takes-your-job narrative: workers with deep, experience-based expertise are actually seeing their wages climb.

New research from the Federal Reserve Bank of Dallas shows early evidence that AI-exposed jobs are splitting into two camps. Roles that rely heavily on a worker's tacit knowledge and hands-on experience are commanding higher pay. Meanwhile, positions built on textbook knowledge — the kind easily replicated by machines — are losing value fast.

The key variable? Whether AI automates or augments a given task. When the technology replaces rote, codifiable work, wages drop. When it amplifies what experienced humans already do well, pay goes up.

The takeaway is blunt: institutional knowledge and hard-won expertise just became your most valuable career asset. The stuff you can Google? Not so much.