(USA and Canada) Carlos Rivero, Chief Data Officer at Commonwealth of Virginia, together with Robert Lutton, Vice President at Sandhill Consultants, discuss the benefits of in-house internship and apprenticeship programs by the Commonwealth of Virginia. One key benefit of these programs is the ability to identify data talent early in students. These programs have created a pool of resources for academic institutions to connect agencies who need their students' capabilities.