AI Product Manager
The bar, stated plainly
No years requirement, no degree requirement. These are the skills the work needs, each with the level it needs — and what that level means in behaviour.
Designs research that could disprove the hypothesis, triangulates qualitative and quantitative evidence, and changes the plan when it should change.
Makes and defends cuts under conflicting pressure, names the cost of each decision, and communicates it to the person who loses.
Builds a fixed test set and reruns it after changes, catching obvious regressions before release.
Resolves edge cases and failure states up front, states explicit non-goals, and writes so implementation proceeds without clarification.
Leads with the decision needed, states trade-offs honestly including the unwelcome ones, and delivers bad news without losing trust.
This role is matched to the Three Stakeholders, One Quarter, Nothing Fits challenge (60 minutes, rubric public before you start). A verified score on it is the strongest evidence you can attach.
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