AI/ML Model Risk & Validation Analyst

JPMorgan Chase & Co.; Jersey City (NJ); On-site; USD 120,000 - 180,000; Full time

Job summary

JPMorgan Chase & Co. is seeking a Model Validation Analyst in Risk Management and Compliance to validate AI/ML models and govern model risk.

The role includes staying current with AI/LLM developments, collaborating with diverse teams, and documenting validation results. The candidate should hold a Master’s or PhD in a quantitative field, have hands-on AI/ML experience, and possess strong communication and analytical skills.

Qualifications

• Master's or PhD in Mathematics, Statistics, CS, Engineering, Economics, Finance, or related field with strong quantitative/analytical skills.
• Hands-on experience with applied AI/ML, including LLM tech, deep learning, transformers, prompt engineering, RAG, agentic AI systems, context engineering, MCP architecture, evaluation, and beyond.
• Strong foundation in statistics, econometrics, and ML techniques, with understanding of model assumptions, explainability, and performance evaluation.
• Strong communication skills to present AI concepts to technical and non-technical audiences; risk and control mindset.
• Strong analytical and problem-solving skills; attention to detail and commitment to quality.
• Ability to work independently and as part of a team.
• Experience with data analysis tools (e.g., Python, R).
• Understanding of risk management principles.
• Professional judgment and integrity.

Responsibilities

• Conduct independent model validation and governance activities to assess model soundness and mitigate model risk focusing on AI/ML models like XGBoost, Neural Networks, RL, Recommender Systems, and variations of Regression.
• Stay current with emerging AI/LLM developments and assess applicability within business workflows with actionable recommendations for risk management.
• Validate models to ensure accuracy and reliability.
• Assess and manage risks across business functions.
• Collaborate with cross-functional teams to drive innovation.
• Develop and implement model validation frameworks.
• Communicate findings and recommendations to stakeholders.
• Monitor emerging risks and regulatory changes.
• Support business growth through responsible risk management.
• Document validation processes and results.
• Provide expert judgment on model performance.

Skills

AI/ML expertise

Model validation

Statistical analysis

Python/R experience

Communication skills

Independence

Education

Master's or PhD in quantitative discipline

Tools

Python

R

Job description

JPMorgan Chase & Co. is seeking a Model Validation Analyst in Risk Management and Compliance to validate AI/ML models and govern model risk.

The role includes staying current with AI/LLM developments, collaborating with diverse teams, and documenting validation results. The candidate should hold a Master’s or PhD in a quantitative field, have hands-on AI/ML experience, and possess strong communication and analytical skills.