Senior Associate -Applied AI Data Scientist

Job description

About the role JPMorgan Chase’s Asset & Wealth Management Finance organization is building the next generation of agentic AI solutions that act as “digital workers” for forecasting, analytics, and decision support. As a Senior Data Science Associate, you will design, deploy, and scale large language model (LLM) agents that turn complex finance questions into trusted, actionable insights. Job responsibilities: - Build production LLM agents for finance workflows using techniques such as retrieval‑augmented generation (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...