Machine Learning Engineer I
Core
Develop deep learning algorithms for medical imaging to diagnose stroke (stroke viewer) and support emergency care.
Role type
Machine Learning Engineer I (IC)
Builds
AI-powered medical imaging tools for stroke diagnosis
Domain
Healthcare / Medical Imaging / Deep Learning
Deliverable
production ML models
Required skills
Python, NumPy, SciPy, PyTorch, object detection (2D/3D), Docker, DICOM protocol, SimpleITK, GCP/AWS
Preferred skills
PhD, reinforcement learning, NLP
Technologies
PyTorch, Docker, GCP, AWS, SimpleITK
Responsibilities
Develop and maintain algorithms for stroke diagnosis using CT images; implement and adapt deep learning and computer vision algorithms; collaborate on deploying models to cloud infrastructure; design and test complex data pipelines; create technical documentation; analyze complex medical data.
Seniority
Junior (0-2 years experience)