AI faculty market — academic vs industry compensation differential

The AI faculty market is the most competitive in academia, driven by a 2-3x compensation differential between academic and industry AI roles, creating sustained retention pressure on institutions. Offer-acceptance rates depend on institutional data and compute infrastructure that determines whether candidates can run the research their industry counterparts could fund directly.

Use: C-0008.

Original whitepaper reference: [129]