Senior Research Scientist, HeartFlow

• Ability to independently identify project research requirements and design solutions
• Ability to clearly communicate complex ideas, tailoring content for diverse audiences
• Strong understanding and proven track-record in machine learning, deep learning, generative modeling, computer vision and/or medical image analysis
• Proficient in Python with PyTorch experience, and preferably also C++
• Experience working on large-scale complex and/or scientific applications
• Educational Requirements & Work Experience:
• A PhD degree in computer science, engineering, math or similar technical field
• 4+ years related experience in Machine Learning, Computer Vision, Image Analysis, Deep Learning or related field in academia and/or industry

Desirable

• Join our world-class Research team in the development of state-of-the-art automated machine learning technologies behind Heartflow’s products, including RoadMap, FFRCT Analysis, and Plaque Analysis used to help 400,000+ patients so far
• Lead the development and evaluation of problems in Machine Learning and Medical Image Analysis, with a focus on deep learning computer vision models trained on large datasets of 3D medical image data. Work closely with the research and software development teams to develop new algorithms
• Job Description:
• Solving cutting-edge scientific and technical challenges related to doing machine learning (deep learning) with a large amount of volumetric images
• Implement and advance on the latest research from the computer vision/machine learning literature to solve meaningful problems
• Intellectual ownership and specific lead responsibility related to research, design, development and testing of Machine Learning and Image Analysis algorithms
• Work closely with cross-functional teams including Engineering, Clinical, Regulatory, Product and Program Management to deploy product-grade ML models
• Educate people across groups and departments on ML and Image Analysis topics
• Publish cutting edge research and keep up-to-date on latest research trends