Data quality analysts monitor the quality of data from which organizations make informed decisions They examine complex data to optimize the efficiency and quality of the data being collected, resolve data quality problems, and collaborate with database developers to improve systems and database designs Must Have: Data quality analysts monitor the quality of data from which organizations make informed decisions They examine complex data to optimize the efficiency and quality of the data being collected, resolve data quality problems, and collaborate with database developers to improve systems and database designs