$70–110/hr · Mercor · Hourly
You assess AI-generated project plans and communications for quality, feasibility, and alignment with real-world constraints.
What you would do
- Evaluate AI project plans for realism and completeness
- Compare multiple AI responses on planning quality and execution risk
- Review schedules, budgets, and staffing allocations for feasibility
- Assess project status reports and stakeholder communications
- Provide structured feedback on planning rigor and decision-making
Who they want
- 4+ years as Project Manager, Program Manager, or similar role
- Experience managing technical or cross-functional projects
- Knowledge of scheduling, budgeting, procurement, and staffing
- Ability to commit 20+ hours per week
- Strong written communication in English
What the interview asks about
1.Identifying unrealistic timelines
PM specialists must spot when compressed schedules ignore dependencies or assume impossible acceleration.
For example: “An AI response proposes a 12-week implementation with a 3-week design phase, 4 weeks of development, and 2-week QA. Integration points require coordination between 3 teams across time zones. What assumptions would you challenge in this plan?”
2.Budget reasoning under constraints
Feasible plans account for hidden costs; specialists catch when AI underestimates vendor lead times or staffing ramp-up.
For example: “The AI plan assumes hiring 5 developers at 2-week notice for a $200K budget project running 8 weeks. Onboarding takes 3 weeks. How do you assess whether this cost and schedule align?”
3.Stakeholder communication gaps
AI may generate technically correct reports but miss audience needs; specialists ensure communications address leadership concerns.
For example: “Two AI status reports both report 90-percent progress on a 16-week project, but one flags growing scope risk and resource constraints. How would you evaluate the quality difference?”
4.Cross-functional dependency reasoning
Complex projects fail when dependencies are missed or their interaction effects are ignored.
For example: “A plan shows parallel development and QA starting in week 6, but test automation requires 3 weeks of setup. How would you assess the feasibility of this dependency chain?”
5.Comparing PM approaches
Specialists rank plans by how well they balance speed, risk mitigation, and stakeholder management.
For example: “Plan A uses an agile approach with 2-week sprints and rolling QA; Plan B follows waterfall with 8-week phases. The project requires regulatory compliance gates. What trade-offs would you evaluate between the two?”
A task you may get
Evaluate 2 competing AI project plans (3-5 pages each) on the same brief, score them on feasibility and communication quality, and write a summary recommending one with justification.
How to prepare
- Review recent projects you managed, noting where schedules slipped, budgets overran, or scope creep occurred and why.
- Study how AI generates PM outputs; practice evaluating realism of timelines and cost estimates in sample plans.
- Prepare examples of complex projects where you had to balance competing constraints or make trade-offs.
- Research common PM failures in technical projects to ground your evaluation criteria.
The facts
- Pay
- $70–110/hr
- Hours
- Hourly
- Where
- Remote
- Open to
- USA
- Field
- Business Operations
- Posted
- 8/21/2026
- Places left
- 33
We wrote this page from the public Mercor listing. It may be out of date, so read the full posting before you apply.