Bringing expertise on typical analytics tech stacks, languages, and frameworks (e.g., Python, R, SQL, Scikit-Learn, JupyterLab) - knowledge on typical software development workflows (e.g., Git, Jira, Confluence, CI/CD) and basic cloud experience (AWS, Azure, GCP) are of advantage.