At a Glance
- Tasks: Shape AI models by designing underwriting tasks and evaluating AI-generated work.
- Company: Aptura, a leader in AI and finance collaboration.
- Benefits: Flexible remote work with competitive pay based on expertise.
- Other info: Part-time, project-based engagements with potential for ongoing collaboration.
- Why this job: Make a real impact on AI's approach to complex insurance problems.
- Qualifications: 5-8+ years in underwriting with strong decision-making skills.
The predicted salary is between 80000 - 200000 £ per year.
Aptura works with leading foundational AI labs to bring institutional finance expertise directly into AI model development. Founded by ex-Lazard and Partners Group professionals, we operate from London and San Francisco.
The Opportunity
You've built deep expertise in insurance across underwriting, claims, or risk and produced work that drives real decisions. Now that expertise has a new application: shaping how frontier AI models reason through complex insurance problems.
What you'll do:
- Design realistic underwriting tasks: submissions, risk calls, and pricing decisions without clean answers.
- Write evaluation rubrics that reflect how strong underwriters actually reason: appetite, exposure, terms, and price.
- Review AI-generated work and flag where models misjudge risk, misapply guidelines, or price against appetite and explain why it matters.
- Build reference underwriting materials that set the benchmark models are tested against.
- Communicate decisions and rationale clearly in writing.
How Engagements Work
Fully remote, part-time and flexible. Work is scoped by project and ranges from short engagements to ongoing collaborations, structured as a contract or a monthly retainer.
You May Be A Good Fit If:
- 5–8+ years underwriting commercial or specialty lines — as an underwriter, senior underwriter, or underwriting manager.
- You’ve owned a book and can judge appetite fit and price a risk on sight.
- CPCU, ARM, ACII / FCII, or equivalent (preferred, not required).
- You can explain an underwriting decision clearly enough to teach the reasoning, not just the outcome.
Compensation
$80–$200 per hour, aligned with expertise, scope, and impact; exceptional or highly specialised expertise can go higher. Ongoing engagements are typically structured as a monthly retainer rather than hourly billing.
Underwriting Expert for AI Research Project employer: Aptura
Aptura is an exceptional employer that offers a unique opportunity to leverage your underwriting expertise in the innovative field of AI model development. With a fully remote, part-time, and flexible work structure, you can enjoy a healthy work-life balance while contributing to cutting-edge projects that shape the future of insurance. Our collaborative culture fosters continuous learning and growth, making Aptura an ideal place for professionals seeking meaningful and rewarding employment in a dynamic environment.
StudySmarter Expert Advice🤫
We think this is how you could land Underwriting Expert for AI Research Project
✨Tip Number 1
Network like a pro! Reach out to your connections in the insurance and AI sectors. We all know that sometimes it’s not just what you know, but who you know. Attend industry events or webinars to meet potential employers and showcase your expertise.
✨Tip Number 2
Showcase your skills! Create a portfolio that highlights your underwriting experience and any relevant projects. We want to see how you’ve tackled complex problems in the past. This can really set you apart from other candidates.
✨Tip Number 3
Prepare for interviews by brushing up on your communication skills. You’ll need to explain your decision-making process clearly, especially when it comes to underwriting. Practice articulating your thoughts so you can impress during those crucial conversations.
✨Tip Number 4
Don’t forget to apply through our website! It’s the best way to ensure your application gets seen. Plus, we love seeing candidates who take the initiative to engage directly with us. Let’s get you on board!
We think you need these skills to ace Underwriting Expert for AI Research Project
Some tips for your application 🫡
Tailor Your Application:Make sure to customise your CV and cover letter for the Underwriting Expert role. Highlight your experience in underwriting, claims, or risk, and show how it aligns with the AI model development we’re doing at Aptura.
Showcase Your Expertise:Don’t just list your qualifications; demonstrate your deep understanding of underwriting. Share specific examples of how you've made decisions that impacted your previous roles, especially those that relate to complex insurance problems.
Be Clear and Concise:When writing your application, clarity is key! Use straightforward language to explain your thought process and decision-making in underwriting. Remember, we want to see how you communicate complex ideas simply.
Apply Through Our Website:We encourage you to submit your application through our website. It’s the best way for us to receive your details and ensures you’re considered for the role. Plus, it’s super easy!
How to prepare for a job interview at Aptura
✨Know Your Underwriting Inside Out
Make sure you brush up on your underwriting knowledge, especially in commercial or specialty lines. Be ready to discuss specific cases where you've made tough decisions and how you approached them. This will show that you not only understand the theory but can apply it in real-world scenarios.
✨Prepare for AI Integration Questions
Since this role involves shaping AI models, be prepared to discuss how your underwriting expertise can influence AI decision-making. Think about examples where you've had to evaluate risk and how that could translate into AI tasks. This will demonstrate your ability to bridge the gap between traditional underwriting and innovative technology.
✨Showcase Your Communication Skills
You'll need to communicate complex decisions clearly, so practice explaining your thought process behind underwriting decisions. Use simple language and be ready to teach someone else your reasoning. This will highlight your ability to convey important information effectively, which is crucial for this role.
✨Ask Insightful Questions
At the end of the interview, don’t forget to ask questions that show your interest in the company and the role. Inquire about how they envision the integration of underwriting expertise with AI development. This not only shows your enthusiasm but also helps you gauge if the company aligns with your career goals.
