Scripting skills (e.g., Python, Bash), configuration management tools (e.g., Ansible, Puppet), experience with cloud platforms (AWS, Azure, GCP). Proficiency in automation frameworks (e.g., Selenium, JUnit, TestNG, GT-Framework), API testing, and performance testing.