Must-Have Skills And Attributes Strong understanding of ML models, LLMs, GenAI workflows, agentic systems, and evaluation techniques. Strong foundation in machine learning concepts and model evaluation techniques. Handson experience with: Precision, Recall, Confusion Matrix, ROC/AUC, Supervised and