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Testing Capabilities and Tools for DataOps Data Engineers

A well-planned "data quality framework" for DataOps data engineers can help end production surprises. When data engineers invest in a data quality management framework that includes strong data testing skills to help the team solve issues, the result is reliable data.

Wayne Yaddow

Wayne Yaddow

Data Quality Analyst



Wayne Yaddow is a freelance writer focusing on data quality and testing issues. He spent 14 years as a consultant managing ETL data integration testing projects with J.P. Morgan Chase, Standard and Poor's, and IBM. Wayne has developed and taught data warehousing, ETL, and data integration testing courses. His other writings are found on DZone, Dataversity, TDWI, and Tricentis websites.