Pacific Life is seeking a Senior Data Scientist to join its Model Risk Management team in Newport Beach, CA, where you will lead the independent validation and oversight of Generative AI and Machine Learning models. Your day-to-day responsibilities include reviewing model design, conducting code reviews, testing, assessing controls, and evaluating quantitative bias/fairness. You will collaborate with data scientists, legal teams, and compliance to ensure high-quality governance and challenge model designs effectively. Additionally, you will champion efficient modeling techniques and contribute to the development of AI solutions that enhance internal workflows and oversight quality. Ideal candidates have 5+ years of experience in developing and validating AI/ML models within financial services, proficiency in Python, ML libraries like scikit-learn, SQL, and pyspark, and familiarity with modern Generative AI frameworks such as LangChain and LangGraph. Strong communication skills are essential for translating technical findings into actionable recommendations.
Lead independent validation of ML and Generative AI models, including design review and testing.
Serve as a trusted partner to analytic teams, influencing model design decisions and governance.
Champion efficient modeling techniques and strong governance throughout the model lifecycle.
Design and build AI solutions to streamline internal team workflows and improve oversight quality.
Track emerging tools, techniques, and regulations to contribute to maturing MRM frameworks.
What we're looking for
5+ years of experience developing and validating AI/ML models in financial services.
Strong background in Machine Learning, Generative AI, and engineering practices.
Proficient in Python, ML libraries (scikit-learn), and data query languages (SQL, pyspark).
Experience with modern Generative AI orchestration frameworks like LangChain and agent frameworks.
Ability to assess complex model designs and identify material risk implications.
Strong written and verbal communication skills for technical recommendations.
Market check
Salary context
This
$152,010–$185,790
range sits above
60%
of similar postings on FindRole.
Peer median band
$110,000–$220,000
Median floor and ceiling across peers.
Typical midpoint (25–75%)
$127,400–$197,820
Middle half of comparable postings.
Based on 240 comparable postings.*
* 240 is the maximum number of comparable postings sampled.
Employer
About Pacific Life
Pacific Life is a life insurance company offering a wide range of life insurance, annuity, and investment products and services to individuals, businesses, and pension plans. Industry: Life Insurance & Annuities
Pacific Life currently has
26 open roles
on FindRole.
Listed pay typically runs
$137,610–$168,190
across 26 roles with salary data.