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