Machine Learning Engineer
Core
Designing and deploying ML models to detect dental pathologies in radiographs with clinical accuracy.
Role type
Senior IC machine learning engineer (medical imaging)
Builds
Production ML models for dental radiograph analysis
Domain
Healthcare / Medical Imaging / Computer Vision
Deliverable
production ML models
Required skills
Computer vision, Deep learning, Model architecture design, Inference optimization, Evaluation methodology, PyTorch, Data pipelines
Preferred skills
Medical imaging (DICOM), Object detection frameworks (YOLO, DETR), Quantization, Hardware-efficient deployment
Technologies
PyTorch, YOLO, DETR, ONNX, TensorRT
Responsibilities
Design custom model architectures for dental imaging, Maintain and improve training and evaluation infrastructure, Collaborate with medical advisory network to design evaluation benchmarks, Drive rigorous model evaluation on clinical data, Optimize model inference for production, Contribute to research direction
Seniority
Senior, hands-on IC