Lead Actuarial Predictive Modeler

AAA Auto Club Group

$100K — $130K *
Finance & Insurance
5 - 7 years of experience
Job Overview by Ladders

Qualifications

  • Master's equivalent combination of education and experience required
  • 7-9 years of experience building and deploying predictive models in an insurance environment
  • 7-9 years of actuarial experience preferred
  • Demonstrated success in implementing predictive modeling solutions for insurance use cases
  • Strong SQL skills
  • Strong Python skills preferred, plus other modeling tools and software capabilities
  • Fellow or Associate of Casualty Actuarial Society preferred.

Responsibilities

  • Build predictive models focusing on complex projects to meet organizational and regulatory needs.
  • Lead model design and execution plans, aiding team members in building effective models.
  • Identify and propose new technologies to enhance Predictive Modeling and Analytics.
  • Communicate project results and challenges clearly to business partners, managing expectations around timelines.
  • Mentor team members in their development and career paths.
  • Ensure thorough documentation for all projects, addressing regulatory and business considerations.
  • Work autonomously, applying advanced knowledge of ratemaking and predictive modeling across projects.

Benefits

  • Health coverage for medical, dental, and vision
  • 401(K) saving plans with company match AND pension
  • Tuition assistance
  • Floating holidays and PTO for community volunteer programs
  • Paid parental leave
  • Wellness programs
  • Employee discounts on memberships, insurance, travel, entertainment, services, and more.
Full Job Description
Lead Actuarial Predictive Modeler

The Lead Actuarial Predictive Modeler creates predictive models with a primary focus on pricing segmentation and lifetime value. This role actively designs, develops, and implements actuarial pricing models and predictive segmentation strategies, applying established actuarial theory alongside advanced statistical and machine learning techniques. The Lead Actuarial Predictive Modeler works directly with loss cost models, including developing new rating features as well as acquisition, retention and conversion models to support accurate, competitive, and financially sound pricing decisions. This role drives complex, end-to-end pricing initiatives-from exploratory analysis and model development through governance, implementation, and monitoring. The Lead Actuarial Predictive Modeler partners closely with Actuarial, Product, Underwriting, and IT teams to translate business objectives into actuarially defensible pricing solutions, ensure regulatory compliance, and support timely rate filings. This position is deeply involved in execution, managing accelerated timelines, maintaining pricing discipline, and leading the delivery of high-quality results.

Job Duties
  • Personally build predictive models with focus on the most difficult and complex projects. Ensure solutions built meet the strategic needs of our organization as well as any regulatory or internal parameters.
  • Lead design of models best-suited for specific tasks and ensure analytic efforts are executed correctly. Create execution plans and assist predictive modelers in building robust and predictive models.
  • Identify and propose new technologies and tools that could benefit the Predictive Modeling and Analytics business unit.
  • Lead communication of project results/challenges to business partners in ways they can understand. Proactive communication of delays to planned efforts.
  • Mentor team members to assist with development, training, and career pathing
  • Ensure all projects have proper documentation taking into account potential regulatory, legal, or business concerns.
  • Able to act autonomously. The Senior Modeler must have an advanced knowledge of ratemaking, actuarial methods and methodologies as well as predictive modeling and data science methods and how those methods can be properly applied across different projects.


Qualifications
  • Masters Equivalent combination of education and experience Required
  • 7-9 years Experience building and deploying predictive models in an insurance environment required
  • 7-9 years Actuarial Experience preferred Preferred
  • Master's degree in Actuarial, Statistical, or Data Science field (or equivalent combination of education and experience) required
  • Demonstrated success implementing predictive modeling solutions for insurance use cases
  • Strong SQL skills
  • Strong Python skills preferred with other modeling tools and softwares a plus
  • Ability to understand the big picture and drive the initiatives the lead to completion of the overall big picture
  • Ability to work in cross-functional/departmental groups and keep multiple moving pieces straight
  • Ability to communicate complex topics clearly to business leaders
  • Mentor and assist predictive modelers in their respective functions and responsibilities.
  • Fellow of Casualty Actuarial Society - Casualty Actuarial Society Preferred
  • Associate of Casualty Actuarial Society - Casualty Actuarial Society Preferred


#LI-DF1

Remarkable benefits:
• Health coverage for medical, dental, vision
• 401(K) saving plans with company match AND Pension
• Tuition assistance
• Floating holidays and PTO for community volunteer programs
• Paid parental leave
• Wellness programs
• Employee discounts (membership, insurance,

travel, entertainment, services and more!)

Auto Club Enterprises is the largest club within the national AAA federation. We have nearly 17,000 employees in 24 states helping more than 18 million members.

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