Apply📍 United States
🔍 Healthcare Technology
- Recognized industry expert with 15+ years of experience in ML research and engineering, with 8+ years in a leadership role
- PhD in Computer Science, Machine Learning, Biomedical Engineering, or a related field
- Proven ability to drive high-impact research as both a lead author and as a mentor or advisor demonstrated by top-tier publications (NeurIPS, ICML, CVPR, Nature Medicine)
- Demonstrable experience developing and deploying SOTA multi-modal foundation models in healthcare. Extensive hands-on experience with modern deep learning frameworks (PyTorch, TensorFlow) and medical imaging libraries (MONAI, DICOM, ITK)
- Deep expertise in transformer architectures, self-supervised learning, multi-modal fusion, and foundation models
- Proven experience scaling ML research to production systems
- Experience with MLOps, cloud-based ML pipelines, and model deployment in production environments (AWS/GCP/Azure)
- Lead and mentor a team of ML engineers, fostering a culture of innovation and technical excellence.
- Architect and optimize multi-modal deep learning models.
- Oversee the end-to-end ML pipeline, including data preprocessing, model training, evaluation, and deployment.
- Drive the integration of AI models into the HOPPR platform, ensuring seamless interoperability.
- Collaborate with clinicians and regulatory teams to ensure AI models meet medical and compliance standards (e.g., FDA, HIPAA).
- Optimize models for real-world performance, focusing on generalizability, robustness, and explainability.
- Lead initiatives in model interpretability, bias mitigation, and continual learning.
- Scale ML infrastructure and ML Ops best practices for efficient model development and deployment.
- Stay at the forefront of ML advancements and implement cutting-edge techniques in deep learning and medical imaging AI.
- Work closely with cross-functional teams, including product, engineering, and regulatory teams, to align AI solutions with business goals.
AWSCloud ComputingGCPMachine LearningPyTorchAzureTensorflowData modeling
Posted 2 months ago
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