• Python for Data Science (Strong)
• Machine Learning on Azure (Strong)
• Microsoft Azure Artificial Inteligence and Machine Learning (Strong)

No specific skills listed.

• AI/ML Engineer o GenAI/ML Specific (Mandatory): Deep understanding of LLMs (e.g. GPTs Llama Claude Gemini Qwen Mistral BERTfamily models) and their architectures (Transformers); expertlevel prompt engineering skills; proven experience implementing RAG patterns; experience with finetuning and distillation techniques and evaluation; familiarity with vector and graph databases (e.g. Weaviate Neo4j); understanding of GenAI evaluation metrics (e.g. BLEU ROUGE perplexity semantic similarity human evaluation).
• Programming (Mandatory): High proficiency in Python and standard AI/ML libraries (e.g. LangChain LlamaIndex LangGraph LangSmith Hugging Face Transformers Scikitlearn PyTorch/TensorFlow).
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