Lead Agentic AI Engineer for Production Health ML

Insight Global; Brookhaven (GA); On-site; USD 140,000 - 170,000; Full time

Job summary

Insight Global is seeking an Agentic AI/ML Engineer to build, deploy, and operate production AI and ML systems for pediatric health. You will own end-to-end delivery of predictive models, generative AI, and workflow agents in a regulated healthcare environment.

Working with data scientists, clinical informaticists, and EHR teams, you will move solutions from prototype to production, define enterprise AI patterns, and establish guardrails, monitoring, and secure integrations.

Qualifications

• 3+ years in ML engineering, data science or data engineering.
• 2+ years implementing ML in production or applying SDLC to analytics.
• Hands-on with LLM/agentic applications in production or pilot settings.

Responsibilities

• Lead production AI/ML delivery and incident response.
• Collaborate with data scientists and EHR teams to productionize models.
• Define enterprise AI patterns for tools, retrieval, and governance.

Skills

ML/DS/DE experience

Production ML

LLM/Agentic apps

LangGraph

LangChain

Semantic Kernel

Azure Foundry

OpenAI APIs

Tools

LangGraph

LangChain

Semantic Kernel

Azure Foundry

OpenAI APIs

Job description

Insight Global is seeking an Agentic AI/ML Engineer to build, deploy, and operate production AI and ML systems for pediatric health. You will own end-to-end delivery of predictive models, generative AI, and workflow agents in a regulated healthcare environment.

Working with data scientists, clinical informaticists, and EHR teams, you will move solutions from prototype to production, define enterprise AI patterns, and establish guardrails, monitoring, and secure integrations.