AI Model Validation Lead
Be part of something groundbreaking
At AIG, we are making long-term investments in a brand-new, innovative Generative AI team, designed to explore new possibilities for how artificial intelligence can be applied in insurance and beyond, and we need your help. With the support and investment needed to explore new frontiers in generative AI, you’ll be working alongside talented colleagues, innovating and leading projects that will transform how we manage risk and serve our customers.
This team is central to our vision of the future and the core of our business offering. We will incorporate best-in-class engineering and product management principles and your guidance and collaboration will be critical to its success. To rapidly advance and innovate, we need your skills and expertise to build world-class products. If you’re excited by the opportunity to create meaningful impact at scale, we’d love to hear from you.
How you will create an impact
This role is responsible for ensuring the accuracy, robustness, and ethical compliance of artificial intelligence models deployed across the organization. This role requires a deep understanding of statistical modeling, machine learning algorithms, and risk management frameworks. The ideal candidate will work closely with data scientists, engineers, and business stakeholders to independently assess and validate models, document findings and recommend improvements. The position demands a strong analytical mindset, excellent communication skills, and the ability to manage multiple projects simultaneously in a fast-paced environment.
Design and execute comprehensive model validation strategies, including quantitative and qualitative assessments.
Review model development documentation, code, and datasets for correctness, completeness, and compliance with regulatory standards.
Conduct independent testing of AI models, evaluating performance metrics, sensitivity analyses, and stress testing outcomes.
Actively challenge assumptions, data quality, and methodology used to build and implement models
Identify and communicate model risks, limitations, and potential biases to stakeholders, ensuring transparency and accountability.
Collaborate with cross-functional teams to refine modeling approaches and support continuous improvement.
Prepare clear validation reports and audit trails for review and internal governance.
Master’s or PhD in Computer Science, Statistics, Mathematics, Engineering, or a related field.
10+ years of experience in AI/machine learning model validation, model risk management, or related roles.
Expertise in supervised and unsupervised learning techniques, deep learning, natural language processing, and statistical modeling.
Proficiency in programming languages such as Python, R, or Java, and familiarity with ML frameworks .
Strong knowledge of data governance, ethical AI principles, and regulatory requirements impacting AI models (e.g., GDPR, Fair Lending, Basel II/III).
Experience with model validation tools, version control, and documentation best practices.
Excellent analytical, problem-solving, and written communication skills.
Ability to manage multiple projects and deadlines, working both independently and as part of a team.
Prior experience in insurance and/or financial services, healthcare, or regulated industries.
Certification in model risk management or AI ethics (e.g., SAS Certified AI & Machine Learning Professional).
Demonstrated ability to lead complex validation projects and mentor junior team members.
#LI-AIG
For positions based in New York, the base salary range is $210,000-$280,000 and the position is eligible for a bonus in accordance with the terms of the applicable incentive plan. In addition, we’re proud to offer a range of competitive benefits, a summary of which can be viewed here: US Benefits Overview.
At AIG, we value in-person collaboration as a vital part of our culture, which is why we ask our team members to be primarily in the office. This approach helps us work together effectively and create a supportive, connected environment for our team and clients alike.
Enjoy benefits that take care of what matters
At AIG, our people are our greatest asset. We know how important it is to protect and invest in what’s most important to you. That is why we created our Total Rewards Program, a comprehensive benefits package that extends beyond time spent at work to offer benefits focused on your health, wellbeing and financial security—as well as your professional development—to bring peace of mind to you and your family.
Reimagining insurance to make a bigger difference to the world
American International Group, Inc. (AIG) is a global leader in commercial and personal insurance solutions; we are one of the world’s most far-reaching property casualty networks. It is an exciting time to join us — across our operations, we are thinking in new and innovative ways to deliver ever-better solutions to our customers. At AIG, you can go further to support individuals, businesses, and communities, helping them to manage risk, respond to times of uncertainty and discover new potential. We invest in our largest asset, our people, through continuous learning and development, in a culture that celebrates everyone for who they are and what they want to become.
Welcome to a culture of inclusion
We’re committed to creating a culture that truly respects and celebrates each other’s talents, backgrounds, cultures, opinions and goals. We foster a culture of inclusion and belonging through learning, cultural awareness activities and Employee Resource Groups (ERGs). With global chapters, ERGs are a cornerstone for our culture of inclusion. The talent of our people is one of AIG’s greatest assets, and we are honored that our drive for positive change has been recognized by numerous recent awards and accreditations.
AIG provides equal opportunity to all qualified individuals regardless of race, color, religion, age, gender, gender expression, national origin, veteran status, disability or any other legally protected categories.
AIG is committed to working with and providing reasonable accommodations to job applicants and employees with disabilities. If you believe you need a reasonable accommodation, please send an email to candidatecare@aig.com.
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