- Conceptual understanding of one or more of the following: Big Data technologies, distributions, metadata management products, commercial ETL tools, BI and reporting tools, messaging systems, data warehousing, Java (language and run time environment), major version control systems, continuous integrationdelivery tools, infrastructure automation and virtualization tools, major cloud, or rest API design and development