AI/LLM Product Manager - Senior Associate

Job Description

Join us in building the next generation of AI and autonomous agents to solve mission‑critical operational and banking productivity challenges at the scale of the world’s largest bank. In this role, you’ll own AI use cases end‑to‑end—from discovery and problem framing through requirements, delivery, and long‑term reliability. You’ll design, build, and extend production-grade agentic systems, partnering closely with data science, engineering, and business stakeholders. Success means more than shipping: you’ll be accountable for performance, safety, and day‑to‑day behavior once real bankers rely on these capabilities. 

 

Key Responsibilities  

 

• Define product requirements, features, and roadmap components for AI use cases, translating business problems into agentic solutions and workflows. 
• Lead end-to-end delivery from pilot through production, owning what the agent does, what it is permitted to do, how it acts under uncertainty, and where autonomy boundaries sit. 
• Build and extend the agents and the net-new infrastructure they depend on: the services, APIs, and integrations that surround the model and make the system work. 
• Drive model validation, performance monitoring, drift detection, and iterative improvement, keeping behavior correct as you ship and extend. 
• Manage backlog prioritization, sprint planning, and delivery tracking. 
• Partner with stakeholders to identify opportunities for AI-driven efficiency or revenue growth, and run user feedback sessions, folding insights into product enhancements. 
• Define success metrics and measure business impact, including reliability, adoption, and reuse. 
• Ensure alignment with data governance, compliance, and risk standards, working across Engineering, Data Science, Controls, and the business. 

 

Required Skills & Experience  

 

• 3–6+ years in product management, data products, or technology delivery, or equivalent expertise. 
• Have shipped an LLM-powered, autonomous, or agentic system to production 
• Demonstrated experience designing and running evals for such systems as needed to meet product driven success criteria. You reason about probabilistic behavior and drift, not deterministic pass or fail. 
• Strong understanding of the AI/ML lifecycle (training, validation, deployment, monitoring) 
• Understanding of production-grade data judgment: what good data looks like, where it degrades, pipeline stability, and how quality propagates into behavior. 
• Experience building net-new infrastructure and integrations, with the ability to hold your own on architecture, APIs, and data pipelines. 
• Experience working with cross-functional teams (Tech, Data Science, Business), with strong communication and stakeholder-management skills. 
• Comfort operating inside a large, regulated institution where governance and controls are design inputs, not obstacles. 
• Ability to ship AI-enabled products and lead complex programs in large, matrixed organizations. 
• Previous experience in commercial and investment banking a plus 

 

 

Success Profile  

 

Ownership mindset. Takes a use case from ambiguous problem to reliable production system and stays accountable for how it behaves. Builds for an institution, not a demo. Treats governance, auditability, and real constraints as the interesting part of the problem, and knows the difference between a weekend prototype and a system bankers depend on.

About Us

JPMorganChase, one of the oldest financial institutions, offers innovative financial solutions to millions of consumers, small businesses and many of the world’s most prominent corporate, institutional and government clients under the J.P. Morgan and Chase brands. Our history spans over 200 years and today we are a leader in investment banking, consumer and small business banking, commercial banking, financial transaction processing and asset management.

We offer a competitive total rewards package including base salary determined based on the role, experience, skill set and location. Those in eligible roles may receive commission-based pay and/or discretionary incentive compensation, paid in the form of cash and/or forfeitable equity, awarded in recognition of individual achievements and contributions. We also offer a range of benefits and programs to meet employee needs, based on eligibility. These benefits include comprehensive health care coverage, on-site health and wellness centers, a retirement savings plan, backup childcare, tuition reimbursement, mental health support, financial coaching and more. Additional details about total compensation and benefits will be provided during the hiring process. 

We recognize that our people are our strength and the diverse talents they bring to our global workforce are directly linked to our success. We are an equal opportunity employer and place a high value on diversity and inclusion at our company. We do not discriminate on the basis of any protected attribute, including race, religion, color, national origin, gender, sexual orientation, gender identity, gender expression, age, marital or veteran status, pregnancy or disability, or any other basis protected under applicable law. We also make reasonable accommodations for applicants’ and employees’ religious practices and beliefs, as well as mental health or physical disability needs. Visit our FAQs for more information about requesting an accommodation.

JPMorgan Chase & Co. is an Equal Opportunity Employer, including Disability/Veterans

About the Team

J.P. Morgan’s Commercial & Investment Bank is a global leader across banking, markets, securities services and payments. Corporations, governments and institutions throughout the world entrust us with their business in more than 100 countries. The Commercial & Investment Bank provides strategic advice, raises capital, manages risk and extends liquidity in markets around the world.