7+ years (or strong equivalent) building backend systems with Java (strong core Java)
Solid knowledge of data structures, OOP, and design patterns
Python for LLM/MCP (scripting, data processing, or tooling): hands-on experience using Python in any practical context — automation scripts, data pipelines, LLM API integration, or MCP tooling