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Predictive Modeling Analyst Jobs in California (NOW HIRING)

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Predictive Modeling Analyst information

See California salary details

$32.3K

$97.4K

$183.1K

How much do predictive modeling analyst jobs pay per year?

As of Aug 16, 2026, the average yearly pay for predictive modeling analyst in California is $97,365.00, according to ZipRecruiter salary data. Most workers in this role earn between $61,201.00 and $123,382.00 per year, depending on experience, location, and employer.

What does a predictive modeling analyst do?

A Predictive Modeling Analyst uses statistical techniques and data analysis tools to forecast future outcomes based on historical data. They build mathematical models to identify patterns and trends, helping organizations make data-driven decisions in areas like marketing, finance, and operations. Their work often involves cleaning data, selecting relevant variables, and evaluating the accuracy of their models to ensure reliable predictions.

What are the key skills and qualifications needed to thrive as a predictive modeling analyst?

To thrive as a Predictive Modeling Analyst, you need strong statistical analysis, data mining, and mathematical modeling skills, typically supported by a degree in statistics, mathematics, computer science, or a related field. Proficiency with analytical tools and languages such as Python, R, SAS, and familiarity with data visualization software and databases is essential. Critical thinking, problem-solving, and effective communication are key soft skills that help convey complex findings to stakeholders. These skills and qualities are crucial for generating accurate predictions and actionable insights that drive strategic business decisions.

How does a predictive modeling analyst typically collaborate with other departments within an organization?

Predictive Modeling Analysts often work closely with departments such as Marketing, Finance, Operations, and IT to understand business needs and deliver actionable insights. They translate complex statistical findings into clear recommendations, ensuring stakeholders from non-technical backgrounds can make informed decisions. Regular meetings, cross-functional project teams, and data-sharing platforms are common collaboration tools, making strong communication and teamwork skills essential. This collaborative approach not only improves model effectiveness but also helps align predictive analytics with overall business strategies.
Predictive Modeling Analyst jobs near you
Infographic showing various Predictive Modeling Analyst job openings in California as of August 2026, with employment types broken down into 85% Full Time, 11% Part Time, 2% Temporary, and 2% Contract. Highlights an 84% Physical, 5% Hybrid, and 11% Remote job distribution, with an average salary of $97,365 per year, or $46.8 per hour.

Lead Actuarial Predictive Modeler

American Automobile Association

Costa Mesa, CA • On-site

$145K - $194K/yr

Full-time

Medical, Dental, Vision, Retirement, PTO

Re-posted 14 days ago

AAA The Auto Club Group rating

7.4

Company rating: 7.4 out of 10

Based on 283 frontline employees who took The Breakroom Quiz

229th of 308 rated insurance

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
The starting pay range for this position is:
$145,900.00 - $194,600.00
Additionally, for full time positions, you will be eligible to participate in our incentive program based upon the achievement of organization, team and personal performance.
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. The strength of our organization is our employees. Bringing together and supporting different cultures, backgrounds, personalities, and strengths creates a team capable of delivering legendary, lifetime service to our members. When we embrace our diversity - we win. All of Us! With our national brand recognition, long-standing reputation since 1900, and constantly growing membership, we are seeking career-minded, service-driven professionals to join our team.
"Through dedicated employees we proudly deliver legendary service and beneficial products that provide members peace of mind and value."
AAA is an Equal Opportunity Employer
Our organization participates in E-Verify
The Automobile Club of Southern California will consider for employment all qualified applicants, including those with criminal histories, in a manner consistent with the requirements of applicable federal, state, and local laws, including the City of Los Angeles' Fair Chance Initiative for Hiring Ordinance (FCIHO), the Unincorporated Los Angeles County (ULAC) regulation, and the California Fair Chance Act (CFCA).

What AAA The Auto Club Group employees say

Pay

Benefits

Hours and flexibility

Workplace

Get the full story on Breakroom

American Automobile Association logo

About American Automobile Association

Sourced by ZipRecruiter

The American Automobile Association (AAA), headquartered in Heathrow, Florida, USA, is a reputable force in the automotive and insurance industry. Originating in 1902, it began as a coalition of motor clubs with the common goal of providing better roads and travel conditions for motorists. Today, AAA is a comprehensive, multifaceted organization that offers a range of services, including roadside assistance, auto repair services, travel agency services, and diverse insurance products - Auto, Home, Life and more. A significant principle for AAA is to continuously deliver value to their 61 million members through safety, security and peace of mind. The company's mission and core values focus on championing its members' rights and interests, advocating innovation, integrity, teamwork and respect.

Industry

Non-profits

Company size

10,000+ Employees

Headquarters location

Heathrow, FL, US

Year founded

1902

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