Front-End Automation: Proven experience building and maintaining UI automation frameworks using Playwright, Selenium, Cypress, or equivalent tools.
Hands-on experience Python and Pytest
Backend / ETL Testing: Ability to write test and validation scripts in Python or other scripting languages to verify data pipelines, transformations, and backend services.