The role requires close collaboration with machine learning engineers, data scientists, and clinicians, and regular translation of physiology and research evidence into terms they can act on.10+ years of experience applying exercise, physical activity, or human performance evidence with people, through coaching, athletic training, rehabilitation, clinical care, research, or product development. Experience working directly in code and data, including running Python scripts or notebooks to examine data and evaluation results, and working in a shared code repository.