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    Prompt Engineer Sample CVs

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    What makes a strong Prompt Engineer CV

    • Specify LLMs worked with: GPT-4/o, Claude, Gemini, Llama, Mistral, Cohere — model families and providers
    • Highlight prompt techniques: chain-of-thought, few-shot, zero-shot, RAG, tool/function calling, system prompts
    • Include evaluation frameworks: RAGAS, ROUGE, BLEU, human eval, LLM-as-judge, evals pipeline design
    • List integrations: LangChain, LlamaIndex, OpenAI API, Anthropic API, vector databases (Pinecone, Weaviate, Chroma)
    • Quantify outcomes: accuracy improvements, hallucination reduction, latency gains, cost per token optimisation

    Key skills employers look for

    Prompt Design & Optimisation

    Chain-of-thought, few-shot, zero-shot, system prompts, instruction tuning, prompt templating

    RAG & Knowledge Retrieval

    RAG pipelines, vector databases (Pinecone, Weaviate, Chroma), embeddings, chunking strategies

    LLM Evaluation

    RAGAS, ROUGE, BLEU, LLM-as-judge, human eval, evals frameworks, hallucination detection

    Integration & Tooling

    LangChain, LlamaIndex, OpenAI/Anthropic/Gemini APIs, function calling, Semantic Kernel

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