I’ve Talked to Hundreds of Companies About AI & Jobs: Here’s The Jobs Guide No One is Writing (+ Prompts)

Source: Nate’s Newsletter Date: 2025-11-04 URL: https://natesnewsletter.substack.com/p/the-scoop-what-companies-tell-me

Summary

Based on conversations with hundreds of companies, Nate reports a gap between public and private AI workforce conversations: companies announce “upskilling everyone” while privately evaluating who demonstrates AI-multiplied impact versus who remains stuck in production mode. The guide differentiates by career level — juniors must shift to problem-solving, mid-career professionals must prove domain expertise amplifies with AI, seniors must show strategic judgment AI analysis misses.

Implications

• Enterprise adoption thread. The private/public gap Nate describes is real organizational intelligence: companies have informal AI competency assessments happening without formal criteria. Employees who self-assess and proactively demonstrate multiplied impact are better positioned than those waiting for clarity.
• AI economics thread. “Production mode” work (execution of defined tasks) is the primary AI displacement category; “problem-solving” and “strategic judgment” work is the high-value residual. The career trajectory question is how fast each role’s production/judgment ratio shifts.
• Watch: Whether formal AI competency frameworks emerge in enterprise HR, and whether the gap between stated and actual workforce AI evaluation practices closes as AI adoption matures.