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Key skills for this role
Strong prompt engineering skills and experience writing and iterating system prompts, few-shot examples, chain-of-thought patterns, and structured output formats
Solid foundation in Python with hands-on experience in LLM orchestration frameworks such as LangChain, LangGraph, or similar tools
Experience building evaluation pipelines for NLP or LLM outputs: precision/recall measurement, confusion matrices, and threshold tuning
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