Forward Deployed Engineer Manager
Core
Forward Deployed Engineer Manager who builds GenAI applications (agents, RAG pipelines, copilots) and ensures their adoption in client daily workflows.
Role type
Senior IC machine-learning engineer (audio) / Strategy-level principal data scientist
Builds
LLM-based systems (autonomous agents, RAG pipelines, workflow automation, conversational interfaces)
Domain
Generative AI / Large Language Models / Client Delivery
Deliverable
production ML models
Required skills
LLM production experience, RAG, agent orchestration, Python, API integration, architecture design, client context management, team leadership
Preferred skills
MLOps/LLMOps practices, vector databases, cloud deployment (AWS/Azure/GCP), applied AI frameworks (LangChain, LlamaIndex)
Technologies
LangChain, LlamaIndex, pgvector, GPT-x, Claude, Gemini, Mistral, AWS, Azure, GCP
Responsibilities
Design and deliver LLM-based systems for clients, integrate solutions into client environments ensuring compliance, drive adoption across client organizations, partner with executive stakeholders to track business impact, coach and develop the team
Seniority
Senior, hands-on IC
