Deep Learning Scientist
1872 Consulting4 months ago
Los Angeles, CA, United States
On-site
Full-time
Junior Level (1-3 years)
Job Description
Position Overview
The R&D team (located in Los Angeles, CA) is involved with creating innovative solutions using deep learning tailored to the needs of the product lines.
Key Responsibilities
- Develop deep learning models and provide a layout of the R&D direction for both research and product engineers
- Supervise deep learning engineers in R&D experiments and product feature development
- Publish results in the top conferences and journals in the fields of medical imaging or computer vision
- Follow and present recent publications in the designated field and topics
- Draft research proposal, patent and supporting documents for clinical trials
Required Qualifications
- PhD in computer science, statistics or related field
- Solid understanding and hands on experience with solving computer vision problems using deep learning
- Publications in top journals or conferences in the fields of computer vision or medical imaging
- Proficient with at least one major deep learning framework, preferably TensorFlow
- 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
Preferred Qualifications
- 3+ year(s) in using CNNs for classification, detection, segmentation, etc.
- Familiarity with videos or medical images is a plus
Required Skills
Convolutional Neural Networks (CNN)
Medical Imaging
Computer Vision
TensorFlow
Research
Patent Writing
Team Leadership
Deep Learning