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$33K

$99.4K

$187K

How much do predictive modeling analyst jobs pay per year?

As of Jul 6, 2026, the average yearly pay for predictive modeling analyst in the United States is $99,430.00, according to ZipRecruiter salary data. Most workers in this role earn between $62,500.00 and $126,000.00 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.

Is predictive modeling difficult?

Predictive modeling as a role involves analyzing data, selecting appropriate algorithms, and validating models, which can be complex and requires strong analytical and technical skills. Proficiency in statistical software, programming languages like Python or R, and understanding of data science concepts are often necessary to succeed in this field.

What are the key skills and qualifications needed to thrive as a Predictive Modeling Analyst, and why are they important?

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.

What jobs make $1,000,000 a year?

Predictive Modeling Analysts typically do not earn $1,000,000 annually; such high salaries are usually found in executive roles, successful entrepreneurs, or highly specialized positions in finance, technology, or investment banking. Top-tier executives, hedge fund managers, and certain tech entrepreneurs can reach or exceed this income level, often through bonuses, equity, or profit sharing. These roles require advanced skills, extensive experience, and often significant risk-taking or ownership stakes.

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.

What does a predictive analyst do?

A predictive modeling analyst uses statistical techniques and machine learning algorithms to analyze data and forecast future trends or behaviors. They develop models to support decision-making, often working with tools like Python, R, or SQL, and require strong analytical and problem-solving skills. Their work helps organizations optimize strategies and improve outcomes based on data insights.

Is 40 too late for data science?

Predictive Modeling Analysts and other data science roles do not have an age limit; many professionals start or transition into data science later in their careers. Success depends on acquiring relevant skills such as programming, statistics, and machine learning, which can be developed through online courses, certifications, and practical experience regardless of age.
What states have the most Predictive Modeling Analyst jobs? States with the most job openings for Predictive Modeling Analyst jobs include:
Predictive Modeling Analyst jobs near you
Infographic showing various Predictive Modeling Analyst job openings in the United States as of June 2026, with employment types broken down into 95% Full Time, 1% Part Time, and 4% Contract. Highlights an 85% Physical, 3% Hybrid, and 12% Remote job distribution, with an average salary of $99,430 per year, or $47.8 per hour.
Lead Actuarial Predictive Modeler

Lead Actuarial Predictive Modeler

American Automobile Association (AAA)

Saint Louis, MO

Full-time

Medical, Dental, Vision, Retirement, PTO

Posted 26 days ago

AAA The Auto Club Group rating

7.5

Company rating: 7.5 out of 10

Based on 278 frontline employees who took The Breakroom Quiz

198th of 277 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

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

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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