Applied AI & ML Lead, Small Business Lending

J.P. Morgan; New York (NY); Presencial; USD 180.000 - 250.000; Jornada completa

Descripción de la vacante

J.P. Morgan seeks an Applied AI and Machine Learning Lead to set the technical direction for agentic AI products in Small Business Lending.

You will lead design and production delivery of agent behavior across prompts, retrieval, tools, evaluation, routing, and memory, while owning the measurement loop to prove impact. You will partner with Product and Engineering to define outcomes, guide a small team, and ensure solutions are reliable, safe, cost-aware, and compliant in a regulated financial

Formación

• Master's or PhD in computer science or data science with 5+ years of industry experience.
• Experience building and deploying production ML or generative AI solutions in Python.
• Track record delivering AI/ML services from ideation to deployment with testing, CI, monitoring and improvements.
• Experience building evaluations and safety controls for nondeterministic/agentic systems.
• Experience with data pipelines, SQL, and both structured and unstructured data.
• Strong knowledge of statistics, experimental design and A/B testing.
• Clear communication of findings to technical and business partners.
• Experience with RAG, vector databases, search and unstructured context.
• Experience fine-tuning foundation models and optimizing inference.
• Experience with LLM orchestration frameworks such as LangChain or LangGraph.
• Familiarity with tracing and observability tools like Arize Phoenix.

Responsabilidades

• Set the technical direction for applied AI in Small Business Lending and translate needs into a strategy and delivery plan.
• Lead projects from discovery through production, managing priorities and risks.
• Guide agent design across prompts, context, retrieval, tools, evaluation, routing, and memory.
• Define evaluation, safety, and guardrail approaches for non-deterministic systems.
• Partner with Engineering on infrastructure, retrieval, tool APIs, telemetry, and release readiness.
• Mentor and guide junior team members.
• Cultivate stakeholder relationships and communicate effectively to senior management.

Conocimientos

Python

Machine Learning

LLM fine-tuning

AI/ML deployment

Data pipelines

SQL

RAG and vector databases

LLM orchestration

Evaluation and safety

Stakeholder communication

Educación

Master's or PhD in CS or data science

Herramientas

LangChain

LangGraph

Arize Phoenix

Vector databases

Descripción del empleo

J.P. Morgan seeks an Applied AI and Machine Learning Lead to set the technical direction for agentic AI products in Small Business Lending.

You will lead design and production delivery of agent behavior across prompts, retrieval, tools, evaluation, routing, and memory, while owning the measurement loop to prove impact. You will partner with Product and Engineering to define outcomes, guide a small team, and ensure solutions are reliable, safe, cost-aware, and compliant in a regulated financial