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Data Scientist Predictive Modeler Jobs (NOW HIRING)

Join our Predictive Analytics team as a Principal Data Scientist and play a key leadership role in advancing pricing model strategy. American Modern Insurance Group, Inc., a Munich Re company, is a ...

Join our Predictive Analytics team as a Principal Data Scientist and play a key leadership role in advancing pricing model strategy. American Modern Insurance Group, Inc., a Munich Re company, is a ...

Data Scientist Class Code: IDN03P Pay Grade: IST08 Job Summary The Data Scientist in the State of ... Primary Responsibilities Develop predictive models and machine learning algorithms to analyze large ...

Data Scientist / Senior Data Scientist We are seeking a highly skilled Data Scientist with strong ... Build and optimize machine learning models for classification, regression, predictive analytics ...

Data Scientist / Senior Data Scientist We are seeking a highly skilled Data Scientist with strong ... Build and optimize machine learning models for classification, regression, predictive analytics ...

SOSi is seeking a Data Scientist to support mission requirements for a structured approach to ... The contractor shall develop and refine predictive models, conduct exploratory data analysis, and ...

Data Scientist

OR · On-site

SOSi is seeking a Data Scientist to support mission requirements for a structured approach to ... The contractor shall develop and refine predictive models, conduct exploratory data analysis, and ...

Data Scientist

OR · On-site +1

SOSi is seeking a Data Scientist to support mission requirements for a structured approach to ... The contractor shall develop and refine predictive models, conduct exploratory data analysis, and ...

As a Senior Data Scientist, you will play a pivotal role in our data science efforts, with ... Develop and implement advanced predictive models to forecast key risk factors relevant to insurance ...

Data Scientist

Boulder, CO · On-site

$130K - $160K/yr

DEEP DIVE INTO THIS ROLE As a Data Scientist, you'll analyze large datasets, develop predictive models, and work with engineering teams to integrate your solutions into production. Key ...

Job Title Data Scientist Location Doral, FL 33122 US (Primary) Category Intelligence Job Type ... Develop and refine predictive models, conduct exploratory data analysis (EDA), and generate AI ...

A Data Scientist with 5 to 10 years of experience is responsible for leveraging data to uncover ... Predictive Modeling: Develop and deploy machine learning models to predict future trends, behaviors ...

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Data Scientist Predictive Modeler information

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$46K

$165K

$243.5K

How much do data scientist predictive modeler jobs pay per year?

As of Jun 6, 2026, the average yearly pay for data scientist predictive modeler in the United States is $165,018.00, according to ZipRecruiter salary data. Most workers in this role earn between $133,500.00 and $170,000.00 per year, depending on experience, location, and employer.

What does a Data Scientist Predictive Modeler do?

A Data Scientist Predictive Modeler uses statistical techniques, machine learning algorithms, and data analysis tools to identify patterns in data and make predictions about future outcomes. They gather and clean data, build predictive models, and interpret the results to help organizations make data-driven decisions. Their work is applied in areas such as customer behavior forecasting, risk assessment, and process optimization. They often collaborate with business stakeholders to translate insights into actionable strategies.

What is the difference between Data Scientist Predictive Modeler vs Data Analyst?

AspectData Scientist Predictive ModelerData Analyst
CredentialsBachelor's or Master's in Data Science, Statistics, or related fieldsBachelor's in Data Analysis, Statistics, or related fields
Work EnvironmentDevelops predictive models, uses advanced analytics, often in tech or finance industriesAnalyzes data sets, creates reports, supports decision-making across various industries
Employer UsageUsed by organizations focusing on predictive analytics and machine learningUsed by companies needing data reporting and basic analysis

While both roles work with data, a Data Scientist Predictive Modeler specializes in building predictive models and advanced analytics, whereas a Data Analyst focuses on interpreting data and generating reports. The Predictive Modeler role requires more technical skills in machine learning and statistical modeling, making it suitable for organizations aiming to forecast trends and automate decision processes.

What are some common challenges faced by Data Scientist Predictive Modelers when deploying models into production environments?

Data Scientist Predictive Modelers often encounter challenges when transitioning models from development to production. These challenges can include ensuring that models perform consistently on real-world data, handling data pipeline integration, and addressing changes in data patterns (data drift) over time. Additionally, collaborating closely with engineering teams is crucial to optimize model scalability and maintainability. Clear documentation, robust testing, and ongoing monitoring are essential practices to successfully address these challenges and ensure long-term model performance.

What are the key skills and qualifications needed to thrive as a Data Scientist Predictive Modeler, and why are they important?

To thrive as a Data Scientist Predictive Modeler, you need a strong background in statistics, machine learning, and data analysis, often supported by a degree in computer science, mathematics, or a related field. Proficiency in programming languages such as Python or R, experience with data visualization tools, and familiarity with machine learning libraries like scikit-learn or TensorFlow are typically required. Strong problem-solving abilities, effective communication, and a collaborative mindset are crucial soft skills that set top performers apart. These skills and qualifications are vital for building accurate predictive models, translating data insights into actionable business strategies, and effectively communicating findings to stakeholders.
More about Data Scientist Predictive Modeler jobs
What cities are hiring for Data Scientist Predictive Modeler jobs? Cities with the most Data Scientist Predictive Modeler job openings:
Infographic showing various Data Scientist Predictive Modeler job openings in the United States as of May 2026, with employment types broken down into 100% Full Time. Highlights an 87% Physical, 3% Hybrid, and 10% Remote job distribution, with an average salary of $165,018 per year, or $79.3 per hour.
Lead Actuarial Predictive Modeler

$145K - $194K/yr

Full-time

Medical, Dental, Vision, Retirement, PTO

Posted 6 days ago


AAA The Auto Club Group rating

7.5

Company rating: 7.5 out of 10

Based on 273 frontline employees who took The Breakroom Quiz

193rd of 260 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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