Project Manager Expert
AfterQuery • Remote
Education
Not stated
Type
Hourly
Pay Rate
$102/hr
Listed
29d ago
About this role
From the AfterQuery listing
Project managers to build the planning and delivery scenarios frontier AI labs use to test model judgment.
AfterQuery builds the expert evaluation data that frontier AI labs use to measure and improve their models. We're hiring project managers as contractors to author and grade the planning and delivery scenarios those evaluations run on.
What you'll actually do
Author realistic project scenarios, from kickoff through delivery and retrospectives
Write reference answers with the planning and prioritization reasoning behind each decision
Grade model output for realism, completeness, and stakeholder awareness
Flag plans that read polished but would fail in real delivery
Who this is for
Project managers with at least 2 years running projects with real scope, budgets, and stakeholders
Practitioners who have owned full project lifecycles from kickoff through delivery
Managers with depth in planning, risk management, and stakeholder communication
Clear writers who can document the reasoning behind a project decision
Contract and pay
$80 to $125/hr, paid weekly via Stripe. Your rate is set from your experience, not negotiated down after you start.
Fully remote, fully async. No fixed hours.
Minimum 10 hours per week, no maximum. Scale up or down week to week.
No screen recording, no keystroke monitoring, no idle timers.
Independent contractor. Ongoing project work rather than single task batches.
How our hiring process works
Apply at /apply/project-manager-expert. About five minutes. Resume plus a few structured questions.
Resume review. Every application gets read against a published rubric and gets a decision.
Written assessment. You may be asked to take a written assessment for further placement.
Onboarding. Sign the contractor agreement, connect Stripe, and get platform access.
Project match. You're matched to live work in your specialty, usually within a week of onboarding.
About AfterQuery
AfterQuery is an expert data lab. We build the evaluation and training data that frontier AI labs use to measure what their models can and can't do in real professional work. Our contributors are practicing professionals, not annotators, and the work is credited, reviewed, and paid at professional rates.
How long hiring takes
Across the AI training platforms we refer candidates to, the median gap between referral and hire is about 30 days. It varies by platform and role, so treat it as a rough guide for this one.
Interview Prep
Sample questions for a Project Manager role, written in-house to help you prepare.
How do you build a risk register for a new project, and how do you decide which risks are worth actively managing versus just monitoring?
I score each identified risk on likelihood and impact, and I focus active mitigation effort on the ones that score high on both, since spreading equal attention across every possible risk dilutes focus from the ones that actually threaten the project. Lower-scoring risks stay on the register and get monitored, but they don't consume active planning time unless their likelihood or impact changes.
How do you allocate limited resources across competing project priorities when you can't fully staff everything at once?
I prioritize based on which work is on the critical path versus which has schedule slack, since delaying critical path work delays the whole project while slack work has more flexibility. I also make the tradeoff visible to stakeholders rather than making the call silently, since resource allocation decisions often have implications beyond what I alone can see.
What's your approach to identifying dependencies between workstreams early enough to avoid them becoming a bottleneck later?
I map dependencies explicitly during planning, not just track tasks in isolation, and I flag any dependency where the downstream team's start date is close to the upstream team's committed finish date, since that's where a small delay upstream cascades into a schedule risk downstream. Building in buffer specifically around tight dependencies, rather than uniformly across the whole schedule, protects the areas actually at risk.
How do you decide when a project's scope needs to change versus when the original plan just needs better execution?
I look at whether the gap between plan and reality traces back to a flawed original assumption, which suggests scope needs revisiting, or to execution issues like unclear ownership or slow decision-making, which suggests the plan itself is still sound. Changing scope to compensate for an execution problem usually just creates a new set of issues rather than fixing the real one.
Why this role
At $102/hr, this Project Manager Expert position compensates Business expertise on its own terms, the kind of rate that would otherwise only show up inside a law firm, hospital, or research lab.
Talent pool
We're light on Business candidates
We've matched 55 people with a Business background against 1011 Business listings we've tracked, so most go out without one. Set up a profile and we'll consider you for a role like this one.
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Common questions
When does AfterQuery pay contractors?
On a per-contract schedule, typically net-15 to net-30 from invoice submission rather than the weekly payouts some platforms offer. Confirm the exact terms in your contract, and ask your project contact directly if payment timing affects your cash flow.
Do I need a PhD to qualify for AfterQuery?
Only for specialist roles: ML research, atmospheric modeling, bioinformatics, COBOL, and audit accounting positions require verifiable credentials, usually a PhD, master's degree, or 5+ years of professional experience. AfterQuery's domain screeners check credentials before confirming an assignment, so listing a degree without the matching experience won't get you through. Generalist reviewer roles have a lower bar but come up less often.
Is AI training work the same as traditional consulting?
No. Instead of client deliverables, you're given complex scenarios to evaluate: grading the AI's logic, correcting its hallucinations, and supplying expert-level reasoning it doesn't have on its own. The job is closer to teaching than consulting.
Why do these AI training roles pay so much?
Because general knowledge isn't what's being tested. The model already knows the basics; what it needs is expertise on edge cases, the rare, difficult, highly technical judgment calls only a senior professional in the field would make correctly.
What does Business work look like for a Project Manager Expert?
Tasks here are scoped to Business, not generic labeling. As a Project Manager Expert, expect to draw on real domain judgment (evaluating outputs, correcting errors, or providing expert reasoning specific to Business) rather than following a one-size-fits-all rubric. If you don't have hands-on Business background, this is likely not the right listing to start with.
What specific skills does this listing call for?
Expert is named directly in the listing. If you don't have hands-on experience with this, expect the screening process to test for it directly rather than accepting adjacent experience as a substitute.
How much does this specific role pay?
This listing is posted at $102/hr, an hourly rate. Pay can change between when we last checked the listing and when you apply, so confirm the current number on the platform's own application page before committing time.
What happens when I click Apply on this listing?
You'll be taken to Afterquery's external site to complete your application there. This listing links through a referral, but the process is identical to applying directly; the link just routes you correctly. Create an account on their site and follow their onboarding steps.