Machine Learning Engineer (f/m/d)
Core
Design, deploy, and maintain advanced computer vision models for medical image analysis.
Role type
Machine Learning Engineer (Computer Vision)
Builds
Production ML models for medical imaging
Domain
Health tech / Computer Vision
Deliverable
production ML models
Required skills
PyTorch, Python, Docker, MLOps, FastAPI, Git, data preprocessing, model versioning, CI/CD pipelines
Preferred skills
TensorFlow, NLP, Time Series Analysis, Reinforcement Learning, web development (Django)
Technologies
PyTorch Lightning, FiftyOne, DVC, MLflow, FastAPI, Flask, Meltano, Airflow, Metabase, Docker, Git
Responsibilities
Design and train computer vision models; monitor production models and implement retraining strategies; build and maintain scalable ML pipelines and APIs; orchestrate workflows and create dashboards for model insights; ensure high code quality through version control and documentation.
Seniority
Mid-level, hands-on IC
