Data analyst, data scientist, data engineer, project manager, data steward, etc. We always encounter some or all of these roles in data projects and programs. But there are also some critical roles which more than often are overlooked. Because of that, most data science projects fail.

To tell us all about it, let's welcome Tom Redman, "the Data Doc", and the President of Data Quality Solutions.