Principal AI Data Scientist

Principal AI Data Scientist Build, Deploy, and Scale Enterprise AI Solutions

American Modern Insurance Group, Inc., a Munich Re company, is a widely recognized specialty insurance leader that delivers products and services for residential property – such as manufactured homes and specialty dwellings – and the recreational market, including boats, personal watercraft, classic cars, and more. We provide specialty product solutions that cover what the competition often can’t. We write admitted products in all 50 states and have a premium volume of $2.2 billion.

Headquartered in Amelia, Ohio, and with associates located across the United States, we are part of Munich Re’s Global Specialty Insurance division. Our employees receive boundless opportunity to grow their careers and make a difference every day - all in a flexible environment that helps them succeed both at work and at home.

Purpose: Use data and statistical analysis to drive business decisions and target improved results across various functional areas.

Roles & Responsibilities:

• Prepare and complete predictive analytics analysis and modeling with general guidance on very complex projects.
• Participate in the development of predictive analytics and modeling presentations and present results/topics to customers (internal & external) and management as requested.
• Concentrate on loosely defined problems which require application of creative approaches. Contribute to projects that yield actionable insights the business can use to increase customer satisfaction, policy growth, retention, and profitability.
• Complete required data preparation, including data input with guidance. Identify data anomalies and seek guidance on necessary adjustments.
• Identify data and operational issues requiring specialized analytics attention, data scrubbing, and modeling techniques.
• Document and communicate assumptions, results, and alternatives to team members and internal customers with guidance. Communicate with regulators when called upon to support rate filings or modeling practices in general.
• Create and maintain modeling best practices and new techniques in coordination with internal and external business partners.
• Explain advanced analytic and modeling procedures in the language that audiences with no predictive analytics training can easily find connections to. Understand customers’ requests and hidden issues and explain possible solutions in their language.
• Schedule and prioritize workload demands. Maintain very good organization skills. Complete technical peer reviews as needed.
• Provide hands-on leadership across the full AI lifecycle, from model development and evaluation through production deployment, ensuring scalable, reliable, and governed solutions that deliver business value.

Required Technical Skills:

• Strong background in Statistical programming in R, Python, SAS, or related software. General programing and data knowledge including SQL.
• Familiarity with common statistical and machine learning techniques such as linear and logistic regression, GLMs, CART, Random Forests, GBMs, Principal Component Analysis, Clustering techniques, and shrinkage techniques (including lasso regression).
• Experience with data wrangling, evaluating data quality, transforming and cleaning data as appropriate for analysis.

Skills / Knowledge / Experience:

• Leading, coaching, developing a team that completes modeling projects and statistical analysis.
• Effectively communicate results to business partners and help drive business decisions.
• Participate in creation and discussion of best practices and propose new techniques.
• Assist in managing projects and directing work of more junior team members.
• 6 or more years of data science/predictive analytics experience in (re)insurance or 8+ years predictive modeling experience in another industry.

Education, Certifications & Designations:

• Master’s degree in Business Analytics, Statistics, Computer Science, or Statistics/Math and Economics double major, or Statistics/Math and Computer Science double major or Statistics/Math and Operation Research double major.

We are proud to offer our employees, their domestic partners, and their children, a wide range of insurance benefits:

• Two options for your health insurance plan (PPO or High Deductible)
• Supplemental Life and AD&D plans that you can purchase for yourself and dependents (includes spouse/domestic partn…