AI Modeling Lead

Insight Global • Livonia, MI • 3h ago

Job Description

Overview

AAA Life is seeking an AI Modeling Lead to serve as the senior technical authority over machine learning and LLM models deployed across the enterprise. This role is highly strategic and technical, with direct ownership over model validation, governance, risk assessment, and production approval in a regulated insurance environment.

This is not a people-management role. The ideal candidate is a hands-on technical expert who has repeatedly owned high-risk model decisions in production and understands how to balance model performance, fairness, and regulatory constraints.

Day to Day

Lead validation and approval of ML and LLM models deployed in production

Define and enforce modeling standards and governance frameworks across business units

Evaluate and validate third-party AI and LLM solutions

Own risk assessment for production models, including performance, fairness, and compliance

Partner with business leaders to translate complex problems into safe, scalable AI solutions

Provide technical guidance and checkpoints to ML engineers and data scientists

Maintain visibility into all production models and determine when models should be updated or removed

Compensation: $160k to $180k Exact compensation may vary based on several factors, including skills, experience, and education. Benefit packages for this role will start on the 31st day of employment and include medical, dental, and vision insurance, as well as HSA, FSA, and DCFSA account options, and 401k retirement account access with employer matching. Employees in this role are also entitled to paid sick leave and/or other paid time off as provided by applicable law.

We are a company committed to creating diverse and inclusive environments where people can bring their full, authentic selves to work every day. We are an equal opportunity/affirmative action employer that believes everyone matters. Qualified candidates will receive consideration for employment regardless of their race, color, ethnicity, religion, sex (including pregnancy), sexual orientation, gender identity and expression, marital status, national origin, ancestry, genetic factors, age, disability, protected veteran status, military or uniformed service member status, or any other status or characteristic protected by applicable laws, regulations, and ordinances. If you need assistance and/or a reasonable accommodation due to a disability during the application or recruiting process, please send a request to HR@insightglobal.com.To learn more about how we collect, keep, and process your private information, please review Insight Global's Workforce Privacy Policy: https://insightglobal.com/workforce-privacy-policy/.

Skills and Requirements

Basic Qualifications

Master's degree in Computer Science, Machine Learning, or related field

7+ years of hands-on experience developing and deploying ML models in production

2+ years in a technical leadership or decision-making capacity

Strong expertise in:

? Predictive modeling

? NLP and Deep Learning

? Large Language Models (LLMs)

Strong Python proficiency for model validation and behavior analysis

Demonstrated experience owning model approval decisions, checkpoints, and deprecation

Deep understanding of:

? Model risk and drift

? Bias and fairness

? Regulatory and business risk in production systems

Excellent communication skills with both technical and non-technical stakeholders Preferred Qualifications

PhD in Computer Science, Machine Learning, or related field

Experience in Finance or Insurance

Experience with:

? Responsible / Ethical AI

Model governance, validation frameworks, and regulatory considerations

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