Machine Learning Engineer

  • Full-time

Company Description

Founded in 2016, VoxelCloud is a Los Angeles, USA based leader in AI analysis of medical images.  Backed by Sequoia and Tencent.  We help doctors make better/faster/earlier diagnoses and related clinical decisions.  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 (CNN related) 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 and feedback to data collection and annotation and collaborate with 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 research in deep learning methodology and collaborate with cross-functional engineering team to drive scalable and real-time implementation

Qualifications

  • Solid understanding and hands on experience with solving computer vision problems using deep learning
  • Prefer 2+ year(s) in using CNNs for classification, detection, segmentation, etc.
  • Proficient with at least one major deep learning framework, preferably TensorFlow/Pytorch
  • Experience with human skin images/dermoscopy images modeling is a plus
  • Strong passion or curiosity for artificial intelligence and the ability to learn fast
  • 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
  • MS, BS degree in computer science, statistics or related field

Education :

  • B.S or M.S in Computer Science, EE, Mathematics or related fields with 2+ years experience in Machine Learning.

 

Additional Information

 We Offer…  

  • An outstanding start-up culture; 
  • Transparent, collaborative work environment;
  • Competitive compensation
  • Excellent Medical, Dental, and Vision coverage
  • 401k, paid Vacation and Holiday

Additional information

All your information will be kept confidential according to EEO guidelines.