Working knowledge of SQL and databases (PostgreSQL, MySQL), Linux and Unix environments, and web frameworks such as Flask or Django. Exposure to testing frameworks such as pytest and unittest, Docker, front-end technologies (HTML, CSS, JavaScript), and Agile methodologies.