AI ENGINEER — AGENTIC AI PLATFORM
Core
Architecting the agent infrastructure layer for a platform where AI agents replace traditional apps, managing orchestration, reasoning, and tool integrations.
Role type
Senior IC AI Engineer (Agentic AI Platform)
Builds
Production agent runtime, multi-provider LLM routing, RAG memory systems, and on-device inference pipelines.
Domain
Consumer AI, Agentic AI, Wearable Technology
Deliverable
production ML models
Required skills
LLM integration and pipeline architecture, RAG and vector database design, agent orchestration frameworks (LangChain, LlamaIndex, AutoGen), Python production engineering, LLM output evaluation at scale, multi-provider model routing strategies, AI-assisted development tool proficiency.
Preferred skills
On-device/edge inference optimization (Core ML, ONNX, TensorFlow Lite), multi-agent system design, streaming inference architectures, privacy-preserving AI systems, wearable/mobile AI platform experience.
Technologies
Python, LangChain, LlamaIndex, AutoGen, Vector Databases, Core ML, ONNX, TensorFlow Lite, Cursor, Claude, Copilot.
Responsibilities
Design and implement the agent layer pipelines and orchestration logic; build multi-provider LLM integration and dynamic routing systems; develop RAG architecture for persistent context retrieval; create tool and skill integration pipelines; build agent evaluation and observability frameworks; optimize on-device inference for wearable hardware.
Seniority
Senior, hands-on IC