Manager, Insurance Modeling

Title:

Manager, Actuarial Insurance Modeling

San Francisco Bay Area, CA / Austin, TX / Dallas, TX / Bedminster, NJ (Flexible / Hybrid)

Director, Actuarial

This role is open to candidates willing to relocate to one of our hub locations.
Hippo offers relocation assistance to support your move
, so you can focus on doing impactful work—not the logistics of getting here.

Hippo exists to protect the joy of home ownership. We believe that insurance should protect the things you treasure through an intuitive, modern experience. We provide tailored insurance coverage and preventative maintenance plans that keep you protected throughout your homeowner journey. We’ll also help you find coverage for everything life brings—from auto to flood—reimagining how you care for your home.

We are seeking a Manager to build and lead a team responsible for insurance modeling supporting Hippo’s owned Homeowners program. This role will be responsible for developing modeling capabilities that support pricing, underwriting, claims, and growth, with a strong focus on loss modeling, demand modeling, and weather risk. This role will also develop advanced Python and SQL based tooling that packages core pricing and expected loss ratio analytics into scalable, reusable workflows, significantly improving the efficiency and consistency of segmentation analyses.

You’ll be responsible not only for building high-quality models, but also for seeing their use through to completion in both offline and production systems as appropriate. You’ll also partner with our Analytics team to build a monitoring framework to track model performance.

This role works closely with Pricing, Underwriting, Claims, Product, and Data Engineering, and is ideal for someone who is equally comfortable diving into technical details as they are communicating clearly with non-technical stakeholders.

You are a hands‑on data science leader with a strong actuarial foundation. You bring structure to ambiguity, enjoy building scalable work, and take pride in developing people on your team. You think critically about model maintenance cost and you balance scientific rigor with practical business impact. You communicate clearly, document thoroughly, and operate with a strong sense of ownership.

• Build, lead and develop a team focused on homeowners insurance modeling
• Establish clear modeling priorities, technical standards, and best practices
• Build and maintain a thoughtful model lifecycle and maintenance strategy, including:
  • Defining refresh cadence and depth for core models
  • Balancing maintenance cost with improved performance when evaluating model additions or new models
  • Ensuring model changes are well‑documented, validated, and communicated
• Create a culture of ownership, rigor, experimentation, and continuous improvement

• Own expected loss models for homeowners insurance, including frequency, severity, and catastrophe‑driven components
• Lead conversion and retention modeling to support pricing, growth, and retention decisions
• Establish feedback loops (e.g., forecast vs. actuals) to improve model performance over time

• Own the implementation of “offline” analytical models within our modeling pipeline, using Airflow‑based workflows running internally developed python code, to support testing, validation, and continuous monitoring of model performance over time
• Develop and package recurring analytical workflows, and guide others in their effective use to improve efficiency, consistency, and scalability across the actuarial team
• Promote strong development practices, including Git‑based version control, peer review, and reproducibility
• Partner with product and engineering teams to ensure models are successfully implemented in production and appropriate data is being captured for backend analysis

• Champion the business and analytical value of your models throughout the organization
• Translate complex modeling results into clear, actionable insights for…