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Product Manager Expert
<p>Product managers to build the product judgment scenarios frontier AI labs use to test model reasoning on prioritization, specs, and strategy.</p> <p>AfterQuery builds the expert evaluation data that frontier AI labs use to measure and improve their models. We're hiring product managers as contractors to author and g
PLATFORMAfterQuery
LOCATIONRemote · eligibility varies
PAY$85/hr
SCHEDULESee role requirements
LAST CHECKED3 Nov 2026
THE OPPORTUNITY
Put your skills to work.
<p>Product managers to build the product judgment scenarios frontier AI labs use to test model reasoning on prioritization, specs, and strategy.</p> <p>AfterQuery builds the expert evaluation data that frontier AI labs use to measure and improve their models. We're hiring product managers as contractors to author and g
- Pay
- $85/hr
- Type
- Project engagement
- Work
- Remote
About the role
<p>Product managers to build the product judgment scenarios frontier AI labs use to test model reasoning on prioritization, specs, and strategy.</p>
<p>AfterQuery builds the expert evaluation data that frontier AI labs use to measure and improve their models. We're hiring product managers as contractors to author and grade the product judgment scenarios those evaluations run on.</p>
<p><strong>What you'll actually do</strong></p>
<ul>
<li>Author realistic product scenarios from ambiguous problem through shipped decision, the kind a working PM actually navigates.</li>
<li>Write reference answers with the prioritization and tradeoff reasoning made explicit, what you cut, what you bet on, and why.</li>
<li>Grade model output on specs, roadmaps, and strategy for judgment quality, not formatting.</li>
<li>Flag plans that read polished but dodge the hard tradeoff or ignore the user.</li>
Why apply
- Work stays in your craft, judged on product judgment rather than output volume
- Set your own hours and scale up or down week to week
- Weekly pay via Stripe at a rate set from your experience
- Your judgment shapes how the next generation of AI handles product work
Responsibilities
- Author realistic product scenarios from ambiguous problem through shipped decision
- Write reference answers with the prioritization and tradeoff reasoning made explicit
- Grade model output on specs, roadmaps, and strategy for judgment quality
- Flag plans that read polished but dodge the hard tradeoff or ignore the user
Required qualifications
- 2+ years as a product manager owning a live product or feature area
- Shipped work you can point to, specs, launches, and the outcomes behind them
- Fluency with product tools and rituals, roadmaps, PRDs, analytics, and experiments
- Clear written English for documenting product reasoning
- Able to commit at least 10 hours per week
Preferred qualifications
- B2B SaaS, consumer, or platform product depth
- Technical background or close work with engineering teams
- Experience with AI or data products
Role details are copied from the AfterQuery listing and can change. Check the platform before you apply.
Relevant skills
A few things to check
- Location and experience requirements.
- Schedule, compensation, and assessment process.
- Current availability on AfterQuery.
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