Autonomous Finance ML Engineer — LLMs & Multi-Agent Systems

EY; San Antonio (TX); On-site; USD 110,000 - 150,000; Full time

Benefits offered by this job

Medical and dental coverage

Pension and 401(k) plans

Vacation and holidays

Job summary

EY is seeking a Senior Analyst to architect production‑grade AI agents and multi‑agent systems for financial services. You will work with large language models and agentic frameworks to build autonomous systems that handle millions of transactions and continuously learn from real‑world data.

You will translate complex regulations into agent behaviors, collaborate with domain experts, and present solutions to executives. EY offers growth, competitive compensation, and strong benefits.

Qualifications

• 3–5 years of Python programming with production deployment experience.
• Hands-on experience with LLMs such as GPT-4, Claude, or similar.
• Experience with LangChain, AutoGen, CrewAI or similar multi-agent tools.
• Experience with vector databases for semantic search at scale.
• Knowledge of cloud platforms and MLOps practices.

Responsibilities

• Design and deploy production-grade AI agents and multi-agent systems.
• Scale AI solutions with sub-second latency and robust monitoring.
• Prototype AI applications and translate regulations into agent behavior.

Skills

Python programming

LLMs

Agentic AI frameworks

Vector databases

Cloud platforms

MLOps

Tools

LangChain

AutoGen

CrewAI

Pinecone

Weaviate

Chroma

AWS SageMaker

Azure OpenAI Service

Google Vertex AI

Kafka

Flink

Job description

EY is seeking a Senior Analyst to architect production‑grade AI agents and multi‑agent systems for financial services. You will work with large language models and agentic frameworks to build autonomous systems that handle millions of transactions and continuously learn from real‑world data.

You will translate complex regulations into agent behaviors, collaborate with domain experts, and present solutions to executives. EY offers growth, competitive compensation, and strong benefits.