Senior Data Scientist - AI Agents & LLMs
Core
Design and build production-ready AI agents and LLM-powered applications that automate complex investigations and support operational decision-making.
Role type
Senior IC data scientist (AI agents & LLMs)
Builds
Production AI agents, agent workflows, evaluation frameworks, and benchmark datasets
Domain
Generative AI, Agentic AI, Enterprise Data
Deliverable
production ML models
Required skills
Python, SQL, prompt engineering, retrieval, tool integration, agent orchestration, model/agent performance assessment, AWS cloud services, large-scale data analysis
Preferred skills
LangGraph, LangSmith, Spark, distributed computing, API integration, workflow orchestration, MLOps
Technologies
LangGraph, LangSmith, Spark, AWS, CI/CD
Responsibilities
Design and build AI agents using frameworks like LangGraph; develop agent workflows utilizing LLMs, retrieval, and tool calling; create evaluation frameworks and benchmark datasets; improve model quality via prompt and context engineering; deploy and maintain solutions in production; partner with stakeholders to deliver scalable AI capabilities
Seniority
Senior, hands-on IC