Staff Machine Learning Engineer (f/m/d)
Core
Design and deliver scalable, production-ready ML solutions for AI-powered MRI imaging to industrialize biological data analysis.
Role type
Staff Machine Learning Engineer (IC with leadership)
Builds
Production ML systems and architectures for MRI analysis
Domain
Healthcare / Medical Imaging / AI
Deliverable
production ML models
Required skills
PyTorch, distributed training, ML system design, model optimization (inference/training), complex data pipeline automation, production ML tools, Python, version control, CI/CD, cloud providers, CUDA/GPUs, 3D data processing
Preferred skills
Healthcare ML experience, federated learning, data privacy/security techniques
Technologies
PyTorch, CUDA, GPUs, Cloud providers
Responsibilities
Lead design and implementation of ML systems; build and improve code for training ML models; collaborate with data scientists on model training and fine-tuning; optimize and troubleshoot production ML code and models; deploy and monitor ML models in production; guide the team in adopting best ML engineering practices
Seniority
Staff, hands-on IC with strategic influence