P&C Actuary & Portfolio Risk Manager
Mercor • Remote
Education
Not stated
Type
Hourly
Pay Rate
$80/hr
Listed
35d ago
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From the Mercor listing
Compensation: all experts are paid a flat $800 upon successful completion of the onboarding process, which we estimate takes approximately 10 hours. After successfully completing onboarding, you will be converted to $80/hour.
About the Role
Mercor is partnering with a leading AI lab to train frontier models on high-quality insurance reasoning data. We're hiring P&C Actuaries and Portfolio Risk Managers to design realistic pricing, reserving, forecasting, and portfolio-management scenarios, evaluate model outputs against established actuarial standards, and help shape how the next generation of AI reasons quantitatively about insurance risk.
We welcome pricing actuaries, reserving actuaries, portfolio analysts, catastrophe-risk professionals, and actuarial managers from carriers, reinsurers, MGAs, and consulting firms.
What You'll Do
Design realistic scenarios involving loss costs, rate indications, trend, development, credibility, segmentation, reserving, profitability, capital, catastrophe exposure, and portfolio concentration
Create work products such as pricing analyses, reserve reviews, portfolio diagnostics, assumption critiques, sensitivity analyses, and management recommendations
Write "golden" reference responses at experienced actuarial and portfolio-risk quality
Grade AI-generated responses against structured rubrics for mathematical accuracy, assumption quality, methodology, interpretation, and communication
Identify calculation errors, unsupported assumptions, misuse of actuarial methods, confusing correlation with causation, and recommendations not supported by the data
Provide written feedback the research team uses to improve model behavior
Participate in onboarding office hours and calibration sessions
You're a Good Fit If You
Have 2+ years of professional experience in P&C actuarial work, insurance pricing, reserving, catastrophe modeling, or portfolio risk management
Have performed quantitative analysis using insurance premium, exposure, claim, loss, or reserve data
Understand the difference between account-level underwriting judgment and portfolio-level actuarial analysis
Can explain methods, assumptions, limitations, and business implications clearly to technical and nontechnical audiences
Demonstrate strong quantitative reasoning, excellent written communication, and high attention to detail
Are proficient with spreadsheets and at least one analytical or statistical tool
Bonus Qualifications
ACAS, FCAS, or active progress toward CAS credentials
Experience with personal, commercial, specialty, or reinsurance portfolios
Catastrophe modeling, capital modeling, predictive modeling, or rate-filing experience
Proficiency with SQL, R, Python, SAS, or actuarial modeling platforms
Experience presenting results to underwriting, finance, claims, or executive stakeholders
Role Highlights
Minimum 20 hours per week (ideally 40+)
Role starts immediately, applications reviewed on a rolling basis
Requirements
- Must be eligible to work in Remote
- Fluent proficiency in English (Written & Verbal)
- Reliable high-speed internet connection
- Bachelor's degree or equivalent professional experience
- Demonstrated expertise in Business
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.
Talent Pool members
Apply through this link and we can put you forward to Mercor when your profile is a strong match. Not every applicant is submitted. If you're not in the pool yet, set up your profile first.
Set up your profile →What to Expect
Looking at Mercor Business listings we've tracked, contracts in this domain typically run about 3 weeks. Actual length varies by project, but this gives you a realistic baseline going in.
Based on 31 extracted Mercor Business listings.
Why this role
This P&C Actuary & Portfolio Risk Manager role runs entirely remote at $80/hr, so your location stops being a factor in whether you can do Business work for an AI 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
Does Mercor's application require an on-camera interview?
Yes, every applicant records a video interview with an AI interviewer that asks questions about your resume. Clients review that recording to judge communication skills before matching, so there's no way to apply without going on camera.
Does it cost money to apply to Mercor?
No, applying and joining Mercor is free. Mercor's revenue comes from a fee it charges the client on top of your hourly rate, not from applicants. Treat any request for payment to join as a red flag.
What does task-based AI training work look like?
Practical, hands-on data work: recording short videos, categorizing images, rating text responses, or analyzing data. Tasks are designed to be short and distinct, typically 5 to 60 minutes each.
What does Business work look like for a P&C Actuary & Portfolio Risk Manager?
Tasks here are scoped to Business, not generic labeling. As a P&C Actuary & Portfolio Risk Manager, 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?
AI Training 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 $80/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 Mercor'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.
How soon will I start working after applying to Mercor?
Not immediately. Mercor is a talent marketplace, not a task queue, so applying puts you in a pool of candidates. You start working only once a specific client, like a major AI lab, selects your profile, and that matching process can take weeks.