Lead AI Agent Architect – Finance Analytics & LLMs

Testing Site - JPMC; Jersey City (NJ); Sur place; USD 120 000 - 180 000; Plein temps

Résumé du poste

JPMorgan Chase's Asset & Wealth Management Finance team is building next‑gen AI agents to forecast, analyze, and support decision making. The Senior Data Science Associate will design, deploy, and scale LLM agents that transform complex finance questions into actionable insights.

You will work across Finance, Product, and Engineering to deliver high‑value use cases, build end‑to‑end pipelines, and ensure quality through rigorous evaluation and governance.

Qualifications

• 6+ years in data/ML roles with 3+ years deploying production ML apps.
• Hands-on experience with LLMs and agentic AI systems.
• Experience with cloud platforms and modern data stacks.

Responsabilités

• Build production LLM agents for finance workflows using RAG, tool use, and multi-step reasoning.
• Develop robust data and inference pipelines in Python and SQL; integrate agents with APIs, microservices, and BI applications.
• Implement evaluation frameworks and guardrails: offline and online tests, automatic metrics (factuality, grounding, hallucination rate), human-in-the-loop reviews, red-team testing, and observability.
• Optimize for scale, latency, and cost across cloud environments; leverage vector databases and embeddings for efficient retrieval.
• Partner with Finance, Product, and Engineering to identify high-value use cases; translate ambiguous problems into measurable outcomes.
• Apply solid ML engineering and MLOps practices (versioning, CI/CD, model registry, monitoring, incident response).
• Document systems, deliver enablement materials, and upskill partners; contribute to standards for privacy, security, and model risk governance.

Connaissances

Python

SQL

LLMs

RAG

Prompt engineering

Multi-agent systems

Stakeholder management

MLOps

Outils

LangChain

LlamaIndex

REST/GraphQL

Databricks

Snowflake

Tableau

Description du poste

JPMorgan Chase's Asset & Wealth Management Finance team is building next‑gen AI agents to forecast, analyze, and support decision making. The Senior Data Science Associate will design, deploy, and scale LLM agents that transform complex finance questions into actionable insights.

You will work across Finance, Product, and Engineering to deliver high‑value use cases, build end‑to‑end pipelines, and ensure quality through rigorous evaluation and governance.