Production AI Engineer, Agentic Healthcare Decisioning

Deloitte France; Fort Worth (TX); On-site; USD 111,000 - 373,000; Full time

Job summary

Deloitte seeks an Agentic AI Engineer to design, build, and operate LLM- and SLM-powered systems behind healthcare decisioning, including reasoning, orchestration, retrieval, memory, and control layers. You will ship into live clinical and operational settings within months, balancing safety and reliability with real-world impact.

No healthcare background required; you will be paired with clinical/domain experts as you learn the domain and contribute to regulated decisioning across payers,

Qualifications

• Bachelor's degree in Computer Science, Engineering, Data Science, Computational Linguistics, or a related field.
• Strong, hands-on experience building production agent systems with modern orchestration (LangGraph/LangChain or equivalent).
• Experience designing and optimizing end-to-end RAG systems: indexing, retrieval, grounding, evaluation.
• Strong Python engineering skills and modern software practices: testing, CI/CD, version control, and API integration.

Responsibilities

• Design and implement agentic systems capable of multi-step reasoning, planning, tool use, and workflow execution against complex, regulated operational processes.
• Build stateful workflows using LangGraph and LangChain - including branching, retries, self-correction, human-in-the-loop checkpoints, and reusable orchestration patterns.
• Engineer memory and context management - conversational state, persistent memory, retrieval-aware context assembly, and token-efficient context selection.
• Develop end-to-end Retrieval-Augmented Generation (RAG) pipelines: ingestion, chunking, embeddings, vector and hybrid retrieval, reranking, contextual compression, and grounding strategies.

Skills

Python engineering

LangGraph/LangChain

RAG systems

Agentic systems

Observability & tracing

CI/CD

LLM behavior

Model evaluation

Education

Bachelor's degree in CS/Engineering/Data Science/Computational Linguistics

Tools

LangGraph

LangChain

Pinecone

Weaviate

vLLM

Job description

Deloitte seeks an Agentic AI Engineer to design, build, and operate LLM- and SLM-powered systems behind healthcare decisioning, including reasoning, orchestration, retrieval, memory, and control layers. You will ship into live clinical and operational settings within months, balancing safety and reliability with real-world impact.

No healthcare background required; you will be paired with clinical/domain experts as you learn the domain and contribute to regulated decisioning across payers,