American International Group

AI Model Validation Lead, GenAI

American International Group$210K — $280K *
Consumer Technology
8 - 10 years of experience
Job Overview by Ladders

Qualifications

  • Master's or PhD in Computer Science, Statistics, Mathematics, Engineering, or related field.
  • 10+ years in AI/machine learning model validation or model risk management.
  • Expertise in supervised/unsupervised learning, deep learning, and statistical modeling.
  • Proficient in Python, R, or Java, with knowledge of ML frameworks.
  • Strong understanding of data governance and ethical AI principles.
  • Experience with model validation tools and documentation practices.
  • Excellent analytical and communication skills.

Responsibilities

  • Design and execute model validation strategies, using both quantitative and qualitative assessments.
  • Review model documentation and datasets for compliance with standards.
  • Conduct independent testing of AI models, focusing on performance metrics and stress testing.
  • Challenge assumptions and data quality in model development.
  • Identify and communicate model risks and biases to stakeholders.
  • Collaborate with teams to enhance modeling approaches and facilitate continuous improvement.
  • Prepare validation reports and maintain audit trails for governance.

Benefits

  • Comprehensive health and wellbeing benefits.
  • Support for financial security and professional development.
  • Access to a Total Rewards Program that values team member investment.
Full Job Description
AI Model Validation Lead

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.


What we are looking for
  • 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.
Preferred Qualifications
  • 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.

Functional Area:

DT - Data

AIG PC Global Services, Inc.

About American International Group

American International Group provides property insurance, life insurance, and financial services.

American International Group Careers

Join the dynamic team at American International Group (AIG), a leading global insurance organization, and propel your career into a future of opportunities and professional growth. At AIG, we are committed to fostering a culture of innovation, leadership, and diversity that is unmatched in the industry.

Work You’ll Do

At American International Group, you will collaborate with some of the brightest minds in the industry, dedicated to solving complex challenges and driving transformative solutions in the world of insurance. Our team is at the forefront of developing innovative insurance products that not only meet the needs of our clients worldwide but also anticipate future trends.

Explore Job Opportunities and Internships

Whether you're a seasoned professional looking for your next challenge or a recent graduate eager to start your career, AIG offers a range of job opportunities and internships across various functions. From underwriting and claims to finance and technology, your next position awaits you at AIG. Our internships provide invaluable hands-on experience, helping you to enhance your skills and make meaningful contributions from day one.

Grow and Develop Your Career

AIG believes in the power of continuous learning and offers extensive training and development programs to help you hone your skills and advance your career. Leadership development, diversity training, and innovation workshops are just a few examples of how we invest in our employees' growth and leadership capabilities.

Benefits and Culture

Joining AIG means more than just having a job; it means being part of a team that values diversity and is committed to creating an inclusive environment where everyone can thrive. We offer competitive benefits that support the health, well-being, and financial security of our employees and their families. At AIG, you will find a supportive network and a culture that applauds innovation and rewards performance.

Networking and Professional Development

We encourage our employees to build professional relationships both within and outside the company through networking events, professional groups, and career fairs. These opportunities not only enhance your career but also expand your professional network, which is vital in today’s dynamic job market.

Join Our Team

Search open positions that match your skills and interests on our Careers page. We are looking for passionate, curious, and solution-driven team players who are ready to take their career to the next level. Explore the exciting and rewarding career opportunities available at American International Group today.

Stay Connected

Keep up to date with the latest industry trends, career tips, and company news by subscribing to our careers blog. Personalize your experience by signing up for job alert emails tailored to your preferences and be the first to know about new openings and exclusive insights from professionals within AIG. At American International Group, your career is just the beginning – it’s a pathway to developing your skills, meeting new challenges, and making a difference in a global company known for its commitment to innovation and excellence. Join us and shape your future with AIG.
Learn more about American International Group
Size
36,600 employees
Market Cap
$46.4 billion
Industry
Net Income
-$5.9 billion
Founded
1919
5 Year Trend
-0.3%
Revenue
$43.7 billion
NASDAQ

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