Actuary Expert.

Actuary Expert

Remote | Contractor | $80–$150/hour
Annualized Equivalent: $166,400–$312,000/year based on 40 hours/week
Fully Remote | Fully Async | Flexible Schedule

About the Role

We are seeking credentialed actuaries to contribute expert-level evaluation and training data for advanced AI systems.

In this role, you will apply your professional actuarial expertise to review, create, and rank actuarial content designed to help AI models understand how real-world risk work is performed.

You will evaluate AI-generated analysis across pricing, reserving, valuation, and risk modeling, assess technical accuracy, and create expert demonstrations based on workflows and practices from your own professional experience.

The work is fully remote and asynchronous, giving you flexibility to choose when and how much you work.

What You’ll Do

• Evaluate AI-generated actuarial analysis for technical accuracy.

• Review AI-generated pricing, reserving, valuation, and risk modeling work.

• Identify technical errors, inconsistencies, and weaknesses in model-generated actuarial analysis.

• Create expert demonstrations showing professional approaches to:

  • Pricing

  • Reserving

  • Valuation

  • Risk modeling

• Create demonstrations based on your own actuarial practice and professional experience.

• Rank and label model responses against relevant actuarial standards of practice.

• Assess whether AI-generated reasoning reflects technically sound actuarial approaches.

• Provide clear and structured written evaluations and feedback.

Areas of Expertise

The work may draw on experience in:

• Life

• Health

• Property & Casualty (P&C)

• Pensions

• Pricing

• Reserving

• Valuation

• Actuarial Modeling

• Risk Modeling

Required Qualifications

• SOA or CAS credential, including:

  • ASA

  • FSA

  • ACAS

  • FCAS

• Alternatively, substantial actuarial exam progress with 3+ actuarial exams completed.

• 2+ years of professional actuarial experience in pricing, reserving, valuation, modeling, or related actuarial work.

• Strong written communication skills.

• Ability to evaluate technical actuarial content accurately and objectively.

• Ability to clearly communicate technical reasoning and evaluation decisions.

Preferred Qualifications

• FSA or FCAS designation.

• Experience across one or more of:

  • Life

  • Health

  • P&C

  • Pensions

• Fluency with actuarial modeling tools such as:

  • AXIS

  • Prophet

  • R

  • Python

Engagement Details

• Employment Type: Contractor

• Compensation: $80–$150/hour

• Annualized Equivalent: $166,400–$312,000/year based on 40 hours/week

• Work Arrangement: Fully remote

• Schedule: Fully asynchronous

• Flexibility: Choose when and how much you work

Why This Opportunity

• Work fully remotely on a flexible, asynchronous schedule.

• Apply your actuarial expertise to advanced AI evaluation and training.

• Help improve how AI systems reason about risk and actuarial analysis.

• Contribute expert knowledge based on real-world actuarial practice.

• Work on evaluation tasks involving professional-level actuarial reasoning and standards.

What Success Looks Like

Success in this role means consistently applying professional actuarial judgment to distinguish technically accurate, standards-aligned analysis from flawed or unreliable AI-generated work.

You will produce high-quality evaluations, expert demonstrations, and rankings that accurately reflect how experienced actuaries approach pricing, reserving, valuation, and risk modeling.