Exposure to CI/CD tools such as Jenkins, GitHub Actions, or GitLab CI
Experience with configuration management tools like Ansible or Puppet
Basic understanding of Docker or containerized environments
Familiarity with test automation frameworks (Selenium, PyTest, Robot Framework, etc.)
Knowledge of databases (SQL/NoSQL)
Self-motivated with a willingness to learn and take initiative
Ability to write clean, reliable scripts with attention to detail