Senior Staff AI/ML Algorithm Engineer
Core
Develop clinically meaningful AI/ML algorithms for continuous physiological monitoring, disease detection, and predictive clinical decision support using multi-modal healthcare data.
Role type
Senior Staff AI/ML Algorithm Engineer
Builds
Validated, deployable algorithmic solutions for cloud-based platforms and edge medical devices
Domain
Medical Technology / Healthcare AI
Deliverable
production ML models
Required skills
Classical machine learning, modern AI/deep learning, physiological signal interpretation, real-world deployment, Python, PyTorch, TensorFlow, scikit-learn, Azure, AWS, GCP, model optimization for edge/embedded systems, model evaluation metrics (sensitivity, specificity, AUROC)
Preferred skills
Regulated medical device development, SaMD, FDA expectations for AI/ML-enabled devices, signal quality assessment, artifact detection, sensor fusion, uncertainty quantification, explainable AI, MLOps
Technologies
PyTorch, TensorFlow, scikit-learn, Azure, AWS, GCP
Responsibilities
Lead design, development, validation, and deployment of AI/ML algorithms for vital sign monitoring and early warning systems; Develop algorithms using multi-modal data including physiological waveforms, sensor data, and EHRs; Build end-to-end algorithm development pipelines for data ingestion to post-market monitoring; Partner with clinical and regulatory teams to ensure safety and compliance; Optimize algorithms for cloud and edge environments; Mentor engineers and establish best practices
Seniority
Senior Staff, hands-on IC with technical leadership
