AI Architect for Software Development

Lattice Semiconductor is a global leader in programmable logic solutions, dedicated to R&D and product innovation. They are seeking an AI Architect to design and lead the development of a large-scale Agentic AI system that automates complex engineering workflows using advanced AI technologies.

Responsibilities:

• Design multi‑agent workflows with an orchestrator, specialized agents, and shared memory
• Define agent interfaces, policies, and error‑handling/repair strategies
• Implement strict schema‑bound LLM calls (JSON, XML, structured tool commands)
• Select, distill, fine‑tune, and evaluate LLM/SLM/VLA models
• Design prompt templates, adapters, LoRA modules, and controlled‑generation methods
• Build document ingestion pipelines with chunking, metadata tagging, and embeddings
• Build domain‑aware RAG systems with citation‑based referencing
• Develop multi layer guardrails using schema validation, rule based checks, and policy engines
• Implement self critique, repair loops, and fallback strategies for model outputs
• Build model serving pipelines (vLLM/TGI/Triton), caching, batching, and streaming
• Implement logging, tracing, observability, and offline evaluation pipelines