Applied AI ML Lead - AI Agents & Agentic Systems

Join a team where your work directly shapes how machine learning is applied at scale across the firm. You’ll partner with product, engineering, and data teams to take ideas from experimentation through production, improving outcomes through thoughtful model development, evaluation, and operational excellence.

As an Applied AI and Machine Learning Lead at JPMorganChase within the AI and Machine Learning and Data Platform team in Corporate Sector, you will drive the design and delivery of machine learning and deep learning solutions that solve meaningful business problems. You will take ownership from problem framing and experimentation through productionization, ensuring solutions are robust, scalable, and measurable. You will also help raise the technical bar through mentorship, strong engineering practices, and a culture of continuous learning.

• Serve as a subject matter expert on a wide range of ML techniques and

optimizations.

• Provide in-depth knowledge of ML algorithms, frameworks, and techniques.
• Enhance ML workflows through advanced proficiency in large language models

(LLMs) and related techniques.

• Conduct experiments to evaluate and benchmark latest AI and agentic

techniques, analyzing results, tuning models and agentic systems.

• Hands on coding to bring the experimental results into production solutions

by collaborating with engineering team. Owning end to end code development in python for both proof of concept/experimentation and production-ready solutions.

• Optimizing system accuracy and performance by identifying and resolving

inefficiencies and bottlenecks. Collaborates with product and engineering teams to deliver tailored, science and technology-driven solutions.

• Integrate Generative AI within the ML Platform using state-of-the-art

techniques.

• Drives decisions that influence the product design, application

functionality, and technical operations and processes.

• MS and/or PhD in Computer Science, Machine Learning, or a related field, with

at least 5 years of applied machine learning experience.

• At least 5 year's experience in one of the programming languages like Python,

Java, C/C++, etc. Intermediate Python is a must.

• At least 5 years’ experience in applying data science, ML techniques to solve

business problems.

• Solid background in Large Language Models (LLMs) and agentic applied science

such as mutli-agent orchestration, reasoning, skills, tools.

• Experience with applied research and experimentation on machine learning and

deep learning methods (including LLMs/GenAI).

• Deep understanding and expertise in deep learning frameworks such as PyTorch

or TensorFlow.

• Experience in advanced applied ML areas such as GPU optimization, finetuning,

embedding models, inferencing, prompt engineering, evaluation, RAG (Similarity Search), reasoning, context management, and other advanced agentic capabilities.

• Ability to work on tasks and projects through to completion with limited

supervision.

• Passion for detail and follow through. Excellent communication skills and

• Experience with distributed training frameworks.
• In-depth understanding of advanced methodologies such as Search/Ranking,

Recommender systems, Graph techniques, multi-agent orchestration, evaluation, benchmarking.

• Advanced knowledge in Reinforcement Learning or Meta Learning.
• Deep understanding of Large Language Model (LLM) techniques, including

Agents, Planning, Reasoning, and other related methods.

• Experience with building and deploying ML models on cloud platforms such as

AWS and AWS tools like Sagemaker, EKS, etc.

FEDERAL DEPOSIT INSURANCE ACT: This position is subject to Section 19 of the Federal Deposit Insurance Act. As such, an employment offer for this position is contingent on JPMorganChase’s review of criminal conviction history, including pretrial diversions or program entries.

• Demonstrated leadership in working effectively with engineers, product

managers, and other ML practitioners.

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.

Our professionals in our Corporate Functions cover a diverse range of areas from finance and risk to human resources and marketing. Our corporate teams are an essential part of our company, ensuring that we’re setting our businesses, clients, customers and employees up for success.