As society ages and human knowledge progresses, we expect innovations from scientists that will improve quality of life for older adults and help society adapt to the realities of a changing population. Yet the scientific workforce itself is aging, potentially affecting its own capacity for innovation. The relationship between innovation in the scientific workforce and the increasing demand for innovation is complex, with far-reaching implications influencing everything from healthcare to the economy.