Experience with one or more of the following: using SQL to interact with Oracle databases, using a modern Git-based software forge such as GitLab, GitHub, or Bitbucket, developing and maintaining CI/CD pipelines for project testing and deployment, or creating and deploying containers with Docker. Shape the architecture, technical strategies and lead the evolution of the analysis software code base, analysis methods, and software engineering practices by anticipating future needs and proactively researching, identifying, and evaluating appropriate libraries, tools, and techniques, and championing their use.