The Applied AI Engineer role at Dexter Health is crucial for developing AI-powered features that enhance healthcare workflows. The engineer will be responsible for transforming product ideas into functional software, improving existing AI systems for better performance and reliability. Key responsibilities include integrating AI capabilities, debugging feature failures, and using AI development tools effectively.