AI Hiring Managers: What They Actually Care About at 50

Across eight informal conversations with hiring managers at AI startups and large-company AI teams, the same three things came up. Worth knowing if you're applying.

The three things they want

1. 1Evidence you've shipped something with AI in the last 90 days. A small thing is fine. Zero things is a no.
2. 2A real reason you want this specific role — not 'I'm doing a pivot.' Specific company, specific problem.
3. 3Comfort with being directed by someone younger or less domain-experienced than you.

The three red flags they cited

• 'I want to do AI' (vague — same energy as 'I want to work in tech')
• Resume that says 'AI strategist' but no portfolio link
• Salary expectation that ignores the pivot. They'll ask you what you want — the wrong number ends the interview

On compensation

Most hiring managers expect a pivoter to take a 10-30% pay cut on the first AI role. They are right that this often happens, and they are also primed to lowball if you don't push back. Know your floor before the interview. Know what you'll walk away from. Don't let the recruiter's first number be the conversation.

The big idea: hiring managers want to see proof that you've adapted, not a story that you will.