Senior Machine Learning Engineer (m/f/d)
LIME medical · Mombach, Mainz ·
- Seniority
- Senior
- Category
- ML ai
Senior ML Engineer at LIME medical will replace hand-written biomechanical rules with machine learning models that evaluate rehabilitation exercise quality directly from camera-tracked body keypoints, scaling across hundreds of exercises and fault classes for patient-facing health apps.
Your mission Our health apps guide patients through rehabilitation exercises, watch them train via camera and tell them what to correct. Today that runs on biomechanical rules written by hand for each exercise. Your mission: Replacing them with a model that evaluates movement quality directly from keypoints, handling the following challenges: Scale: Hundreds of exercises, several fault classes each, and what counts as a fault shift with the impairment. Adding new exercises or error classes shou…