AI/ML Foundations: Strong understanding of LLMs (GPT-4, Claude, Llama 3), Prompt Engineering, and Agentic Frameworks (e.g., LangChain, AutoGen, or CrewAI).
Programming: Proficiency in Python and experience with API integration (REST, GraphQL).
Data Skills: Familiarity with Google BigQuery, Snowflake, Amazon Redshift) and SQL for querying customer databases.
Problem Solving: The ability to take a vague business problem (e.g., "Why are customers in EMEA struggling with onboarding?") and build a technical agent to solve it.