Essential Skills AI, Machine Learning, and Advanced Analytics Large Language Models (LLMs ) and RAG architectures Prompt Engineering and Natural Language Processing (NLP) Strong Python programming skills Experience with AWS Lambda and cloud-native development API design, integration,