AI ENGINEER — AGENTIC AI PLATFORM
Core
Design and implement the agent layer (pipelines, reasoning chains, memory retrieval, tool integrations) that transforms LLM capabilities into a platform replacing the app paradigm.
Role type
Senior IC AI Engineer (Agentic AI Platform)
Builds
The platform agent runtime, multi-provider LLM routing, RAG architecture, tool integration pipelines, agent evaluation frameworks, and on-device inference optimization.
Domain
Artificial Intelligence / Agentic Systems / LLM Infrastructure
Deliverable
production ML models
Required skills
LLM integration and pipeline architecture, RAG and vector database management, agent orchestration frameworks, Python production engineering, LLM output evaluation at scale, multi-model routing strategies, AI-assisted development tooling.
Preferred skills
On-device or edge inference optimization, multi-agent system design, streaming inference architectures, privacy-preserving AI systems, wearable or mobile AI platform experience.
Technologies
LangChain, LlamaIndex, AutoGen, Python, Cursor, Claude, Copilot, Core ML, ONNX, TensorFlow Lite.
Responsibilities
Own the agentic runtime architecture, write production code for agent interactions, design memory and context systems, decide on model routing strategies, build evaluation frameworks for agent quality, optimize inference for on-device execution.
Seniority
Senior, hands-on IC