Description: Join our world-class research and development team in the development of the state-of-the-art automated image analysis technologies behind the HeartFlow Analysis.
Image Analysis at HeartFlow:
HeartFlow’s Image Analysis team develops the cloud processing technologies that automatically analyze cardiac CTA scans. The team also develops the interactive algorithms that an in-house team of experts use to review and correct the processed data. Because HeartFlow stores all the received CTA scans together with the reviewed annotations it has access to an unprecedented amount of annotated medical image data. This allows HeartFlow’s Image Analysis team to develop ground-breaking Deep Learning technology to further improve the HeartFlow Analysis.
This position is for a scientist working in HeartFlow’s Image Analysis team whose primary responsibility will be to research, design, develop, test and deploy cutting-edge image analysis algorithms of large amounts of volumetric medical images. In addition to performing the primary development activities listed above, the candidate may be responsible for general bug fixing, enhancements, test suite development, user support and participation in all other activities defined in the company’s product development process and as requested by their manager.
-Solving cutting-edge scientific and technical challenges related to doing machine learning (deep learning) with a large amount of volumetric images.
-Intellectual ownership and specific lead responsibility related to the design, development, testing and delivery of integration of the image processing algorithms into the HeartFlow production workflow.
-Design, development, integration, testing and maintenance of specific service and monitoring interfaces and functionality for all components associated with the image processing algorithms and integration.
-Adherence to and active participation in the continuous development and improvement of all software quality policies and processes
You have experience in the following:
-Machine learning (Deep learning)
-Computer vision, image analysis
-C++ (advanced programming)
-Python (advanced programming)
-Algorithm development and computational complexity
Educational Requirements & Work Experience:
-MS or PhD in Computer Science or related field preferred with 1+ year relevant experience.
HeartFlow is an exciting, revolutionary, medical software start-up that has received international recognition for exceptional strides in healthcare innovation. We are changing cardiovascular healthcare through improvements in the accuracy of non-invasive tests for Coronary Artery Disease, the most common form of Heart Disease and the number one killer of men and women in the United States. HeartFlow operates as a SaaS business that processes standard Computed Tomographic (CT) imaging to generate 3D models of patients’ coronary arteries for physicians’ use. HeartFlow is a VC-backed, pre-IPO company that received FDA clearance in 2014. We are based in Redwood City with an existing and expanding presence in Europe and Japan.