AI product work is hiding inside ordinary PM job ads

Here’s a number worth sitting with. In one 30-day window earlier this year, Navii counted 2,247 AI Product Manager postings worldwide, more than any category except MLOps and AI platform engineering. And 95% of those roles were senior.

The title looks familiar, though the work underneath it has moved on. Those ads ask for things like Guardrails, LangChain and a working understanding of how to evaluate AI-generated output at scale.

Openings are up, and the bar is too

Demand for PMs is strong, with Lenny Rachitsky’s job market tracking putting PM openings at their highest level in more than three years. What people miss is that a growing share of those roles include AI work the title doesn’t mention.

Why the title often hides the job

Navii’s researchers found that when hiring managers describe the work, role descriptions often contain contradictions. The most common are people leadership combined with hands-on technical work, or a permanent role describing project-bounded needs. They conclude that job titles are no longer a reliable signal.

For hiring managers, that cuts both ways. A strong PM who has shipped AI features may scroll past an ad that reads like a standard PM role, and an ad trying to cover two jobs tends to attract people who fit neither.

What we’d look at first

Before your next PM brief goes out, we’d look at these three things.

  1. The AI work, described in the ad. Naming which features involve AI and what the PM will own helps the right candidates recognise themselves.
  2. Whether it’s two roles in one. If the brief mixes people leadership with deep hands-on technical work, it’s often worth splitting.
  3. How they’d judge “good enough”. Asking how a candidate would decide an AI feature is ready to ship shows whether they can evaluate output, which is what those ads are looking for.

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