Applied AI/ML Lead, Vice President - JPMorgan Chase Bank, N.A.

As a Senior Lead Applied AI/ML Data Scientist at JPMorgan Chase within the Engineer's Platform & Integrated Experience (EPIX) organization, you are an integral part of an agile team (AI Experiments) that works to enhance, build, and deliver trusted market-leading Generative AI products in a secure, stable, and scalable way. Drive significant business impact through your capabilities and contributions, and apply deep technical expertise and problem-solving methodologies to tackle a diverse array of challenges that span multiple technologies and applications.

The Engineer's Platform & Integrated Experience EPiX group at JPMorgan Chase aims to simplify and accelerate software development by building a unified platform that is Secure, Reliable, Integrated and Accelerates Delivery, powered by AI to make JPMC the most attractive engineering destination for engineers. In this role you will dsign and deliver innovative, high business value Generative AI solutions using state of the art LLMs, RAG, and Agents.

Job responsibilities

• Fine tune LLM models for improved performance in summarization, Q&A, tool calling, and code generation.
• Design and implement Retrieval Augmented Generation (RAG) systems and pipelines
• Design, monitor and interpret Generative AI benchmarking systems to advance the firm's understanding of various LLM and Agentic system capabilities
• Develop prompts and prompt engineering strategies to enable LLMs to achieve capability for complex task comprehension and execution
• Create and continously improve graph-indexed knowledge bases for accurate retrieval for LLM augmentation
• Evaluate and integrate state-of-the-art Generative AI techniques/products for information retrieval, agentic workflows, and LLM fine tuning
• Lead, mentor and guide other team members on cutting edge AI/ML techniques in Generative AI domain
• Lead projects through 0-1 innovation cycle collaborating with engineers, product teams and Customers.
• Adds to the team culture of diversity, equity, inclusion, and respect.

Required qualifications, capabilities, and skills

• 4+ years of applied AI/ML data science or research experience and BS/MS/PhD degree in engineering or quantitative discipline
• Strong fundamental AI knowledge in tokenization, embeddings, transformer architecture, optimization, information retrieval, prompt engineering
• Experience with NLP projects using prompt engineering, prompt based learning, Chain-Of-Thought techniques.
• Experience with LLM fine tuning techniques: SFT, RLHF, DPO, Lora, Quantization
• Experience with Generative AI frameworks such as LangChain, LlamaIndex, Ray, and PyTorch
• Distributed fine tuning of pre-trained LLMs with Ray DeepSpeed, or Megatron-LM
• Strong experience in one or more programming language(s): Python, Go, Java, Javascript
• Knowledge of Software Design Life Cycle processes, CI/CD, Git, CVE patching.

Preferred Qualifications

• Practical cloud Infrastructure experience

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

Base Pay/Salary
Palo Alto,CA $164,350.00 - $260,000.00 / year