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From Home Predictive Modeling Jobs in Missouri (NOW HIRING)

... at home. Join our dynamic, centralized Data Science team as we execute our AI/ML roadmap! We focus on developing and maintaining predictive models that support all domains across the business. In ...

In this role, you will develop, deploy, validate, and optimize predictive models while ensuring ... All employees are required to submit work from home requests and follow our Work From Home policy ...

All from the comfort of your home. Why Join Our Platform? * Earn incrementally higher pay for each ... Deep knowledge of descriptive analytics, predictive modeling, prescriptive analytics, data ...

All from the comfort of your home. Why Join Our Platform? * Earn incrementally higher pay for each ... Deep knowledge of descriptive analytics, predictive modeling, prescriptive analytics, data ...

All from the comfort of your home. Why Join Our Platform? * Earn incrementally higher pay for each ... Deep knowledge of descriptive analytics, predictive modeling, prescriptive analytics, data ...

Extract, clean, and manipulate structured and unstructured data from multiple sources * Perform exploratory data analysis to identify patterns, trends, and insights * Develop predictive models to ...

Extract, clean, and manipulate structured and unstructured data from multiple sources * Perform exploratory data analysis to identify patterns, trends, and insights * Develop predictive models to ...

Extract, clean, and manipulate structured and unstructured data from multiple sources * Perform exploratory data analysis to identify patterns, trends, and insights * Develop predictive models to ...

These products include using algorithms for automation, building predictive models, designing ... Experience working with data (merging, recoding, etc.) from a variety of sources/formats

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From Home Predictive Modeling information

What are the key skills and qualifications needed to thrive as a Work-from-Home Predictive Modeler, and why are they important?

To thrive as a Work-from-Home Predictive Modeler, you need strong statistical analysis skills, proficiency in programming languages like Python or R, and typically a degree in statistics, mathematics, data science, or a related field. Experience with machine learning frameworks, data visualization tools, and familiarity with cloud-based platforms (such as AWS or Azure) are highly valued, along with certifications in data science or analytics. Exceptional problem-solving abilities, attention to detail, and effective remote communication skills help set outstanding professionals apart. These skills ensure the accurate development and communication of predictive models that drive data-driven decision-making in a remote work environment.

What is a work from home predictive modeling job?

A work from home predictive modeling job involves using statistical techniques, machine learning, and data analysis to build models that forecast future outcomes based on historical data—all performed remotely. Professionals in this field analyze data sets, select appropriate algorithms, and create models to help inform business decisions or predict trends. These roles are common in industries like finance, healthcare, marketing, and insurance. Working remotely allows predictive modelers to collaborate with teams virtually, using specialized software and cloud-based tools.

What is the difference between From Home Predictive Modeling vs From Home Data Analysis?

AspectFrom Home Predictive ModelingFrom Home Data Analysis
CredentialsTypically requires a degree in statistics, data science, or related fields; certifications in predictive analytics are commonRequires similar credentials, often with a focus on data analysis, statistics, or business intelligence
Work EnvironmentRemote, often collaborative with data science teams, using modeling tools and programming languagesRemote, involves analyzing datasets, creating reports, and visualizations, often using Excel, SQL, or BI tools
Industry UsageUsed in finance, marketing, healthcare for forecasting and decision-makingApplied across industries for insights, reporting, and data-driven strategies

From Home Predictive Modeling focuses on building models to forecast future outcomes, while From Home Data Analysis emphasizes examining data to generate insights and reports. Both roles often require similar skills and credentials but differ in their primary objectives and tools used.

What are the typical collaboration methods for remote predictive modeling professionals working from home?

Remote predictive modeling professionals often collaborate through virtual meetings, shared data platforms, and cloud-based modeling tools. Effective communication with data engineers, analysts, and business stakeholders is essential, typically facilitated via video calls, chat apps, and project management systems. Regular check-ins and shared documentation help ensure alignment on project goals, model assumptions, and results. While working independently is common, there is a strong emphasis on teamwork and timely feedback to drive successful model deployment and refinement.
What are popular job titles related to From Home Predictive Modeling jobs in Missouri? For From Home Predictive Modeling jobs in Missouri, the most frequently searched job titles are:
What job categories do people searching From Home Predictive Modeling jobs in Missouri look for? The top searched job categories for From Home Predictive Modeling jobs in Missouri are:
What cities in Missouri are hiring for From Home Predictive Modeling jobs? Cities in Missouri with the most From Home Predictive Modeling job openings:

Lead Actuarial Predictive Modeler

AAA

Saint Louis, MO

Full-time

Medical, Dental, Vision, Retirement, PTO

Posted 4 days ago


AAA The Auto Club Group rating

7.4

Company rating: 7.4 out of 10

Based on 281 frontline employees who took The Breakroom Quiz

222nd of 300 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

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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