AI Engineer – Internal Automation (Forward Deployed)
Core
Senior AI Engineer embedded with business teams to identify workflow pain points and build end-to-end AI solutions (LLMs, agents, RAG) that automate tasks and return time to staff.
Role type
Senior Forward Deployed AI Engineer (hands-on IC)
Builds
Production AI systems including LLM applications, agentic workflows, RAG pipelines, and automated chatbots for internal operations.
Domain
Enterprise AI automation / Live entertainment technology
Deliverable
production ML models | product features
Required skills
Python, LLM frameworks (LangGraph, LlamaIndex), agentic workflows, APIs, microservices, databases, AWS, end-to-end project ownership, ambiguity navigation
Preferred skills
Experience shipping AI from discovery to production without a dedicated team
Technologies
LangGraph, LlamaIndex, Python, AWS
Responsibilities
Embed with business teams to shadow workflows and identify automation opportunities; Design and ship AI systems solving real pain points; Own the full lifecycle from discovery to production deployment; Measure impact on time saved and iterate based on usage; Prioritize own roadmap independently
Seniority
Senior, hands-on IC
