Founded in 2016, VoxelCloud, Inc. is a Los Angeles-based worldwide leader in AI analysis of medical images. Backed by Sequoia and Tencent. We help healthcare providers make better/earlier diagnoses and related clinical decisions, improving outcomes for all. http://www.voxelcloud.ai
Job Description
The R&D team (located in Los Angeles, CA) is involved with research and development of innovative solutions to medical imaging applications, including disease detection/quantification in medical scans, disease risk stratification, image synthesis, text report mining, and more! We are currently hiring both full-time and interns to join our R&D team.
Responsibilities:
Develop deep learning models for prototyping and production purposes according to product feature request
Design, implement and test model experiments using major deep learning frameworks
Document experiments findings and results with supporting summary statistics for peer discussion and review (Confluence)
Provide insights to data collection and annotation and collaborate with the data team for in-house data management and labelling
Write production and deployment code (dockerization), iterate deployed models for optimal performance and inference speed
Conduct methodology research in deep learning to drive scalable, real-time implementation
Qualifications
Basic Qualifications
MS degree in computer science, engineering, or mathematics
2-3 years of relevant experience in building deep learning solutions for computer vision problems
Proficient with at least one major deep learning framework, preferably TensorFlow/Pytorch
Proficient in Python
Good CS fundamentals in data structures and algorithm
Detail-oriented, well organized and self-motivated with a continuous drive to learn, explore and be challenged
Work well in teams and communicate ideas clearly
Preferred Qualifications
PhD degree in computer science, engineering, or mathematics
3-5 years of relevant experience in building deep learning solutions for computer vision problems
Fresno, California
Full Time