Machine Learning Research Engineer

Job Summary

Focused on advancing medical AI, the full-time remote Machine Learning Research Engineer will develop and enhance models that interpret entire CT scans, ensuring they meet FDA standards for deployment in clinical settings.

Key responsibilities

• Design and train foundation models that analyze complete CT studies and integrate vision-language learning
• Conduct experiments and evaluations at scale, managing the entire process from conception to deployment
• Collaborate with cross-functional teams, including ML engineers and radiologists, to ensure models meet clinical requirements

Required qualifications

• Proficiency in PyTorch and experience with custom architectures and distributed training
• Strong understanding of model performance metrics and architecture design
• Ability to independently design and execute experiments with a focus on rigor and reproducibility
• Experience with medical imaging, 3D data, or volumetric data is beneficial
• A PhD or relevant publications in the field is a plus, but not mandatory