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.