Forward Deployed Engineer – Generative & Agentic AI
Core
Embed directly with business units to build production-grade Generative and Agentic AI solutions inside their real systems and data, turning ambiguous problems into working features in days to weeks.
Role type
Senior Forward Deployed Engineer (Generative & Agentic AI)
Builds
Production RAG pipelines, multi-agent orchestration systems, and API-first integrations for enterprise workflows
Domain
Healthcare distribution and specialty pharmacy (regulated industry)
Deliverable
production ML models | product features
Required skills
Generative AI & Agentic AI system design, Python, LLM orchestration (LangGraph/AutoGen), RAG architectures, vector databases, MLOps/LLMOps, cloud AI services (Azure/AWS/GCP), stakeholder workshops, end-to-end solution ownership
Preferred skills
Model Context Protocol (MCP), AI agent ecosystems, eval frameworks (Ragas/LangSmith), healthcare domain fluency (HL7/FHIR/claims), reusable framework development
Technologies
Databricks (Unity Catalog, Delta Lake, AI Gateway), Microsoft Azure (Azure AI Foundry), Anthropic Claude, OpenAI (GPT/Codex), LangGraph, AutoGen, Semantic Kernel, Ragas, LangSmith
Responsibilities
Embed with business units to scope problems and build solutions in real systems, design RAG pipelines and evaluation frameworks, build API integrations for enterprise workflows, translate business needs to technical specs and vice versa, lead stakeholder workshops and present progress, maintain deployed solutions through stabilization, feed reusable components back to the shared AI platform, apply MLOps/LLMOps practices for reliability
Seniority
Senior, hands-on IC with high ownership