Backend programming (Java, Python, C++, or Go)
Frontend frameworks (React, Streamlit, or similar)
SQL and database querying
Cloud-based application architecture
AI/ML tooling and infrastructure (MLOps)
CI/CD pipelines and automated build, test, deployment
AI coding tools (Cursor, Claude or similar)