5+ years working with SQL platforms
2+ years working with (or strong exposure to) NoSQL platforms
5+ years working with Spark and/or the Hadoop ecosystem (e.g., Hadoop, YARN, MapReduce, Pig, Hive)
1+ years implementing data platforms on Azure or AWS (advanced scope may align to 2+ years)
1+ years experience with CI/CD tools and practices (advanced scope may align to 2+ years)
2+ years exposure to SOA architecture and service integration patterns
Proficiency in Java, Scala, or C#, plus strong debugging, troubleshooting, and performance tuning
Proficiency in shell scripting, logging/monitoring patterns, and enterprise deployment best practices
Experience productionalizing big data implementations (advanced scope may include multiple implementations)
Familiarity with Tableau (or similar) is a plus