Technical Lead - Test/Interface/Uc Board Bring up

Do you have experience in SDKs?, * Claude API or equivalent (Anthropic SDK / OpenAI SDK), with experience generating structured, schema-constrained output (JSON) from LLM calls

• Prompt engineering for classification tasks: given component type, value, net names, and placement context, classify intent and signal class reliably
• Validation and failure handling: detecting malformed output, hallucinations, and low-confidence responses; defining fallback behavior
• RAG pipeline development: vector embeddings, similarity search, ChromaDB or pgvector
• Python

Skill Requirements

Strongly Preferred:

• Production experience building LLM pipelines where model output drives automated downstream actions (not just conversational interfaces)
• Retrieval quality tuning: chunking strategy, embedding model selection, hybrid search
• AWS Bedrock or similar managed LLM deployment
• Experience with confidence scoring and explainability - the system shows LLM reasoning to the designer, so output must be human-readable and trustworthy, 1. Optional But Valuable Certifications: Certified Test Engineer (Cte), Ipc Certified Interconnect Designer (Cid), Or Relevant Industry-Standard Certifications.