Deep Learning Scientist

Company: Quest Groups LLC
Location: Redwood City, California, United States
Type: Full-time
Posted: 05.JUN.2021
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Summary

Senior Deep Learning Scientist/Engineer Location: 100% remote (if preferred) - HQ in Bay Area and Washington DC As a founding engineer/Sci...

Description

Senior Deep Learning Scientist/Engineer

Location: 100% remote (if preferred) - HQ in Bay Area and Washington DC

As a founding engineer/Scientist, you will help shape our product strategy, technical architecture, and deploy features that will keep millions of people safe.


Role

  • Design and implement real-time object tracking, classification, and reinforcement learning models for cloud and edge computing
  • Create algorithms for object motion and trajectories predictions based on scene comprehension
  • Implement deep learning models for estimating depth, positioning, motion, etc.
  • Optimize models for low-latency on embedded hardware
  • Building iterative learning models in the cloud


Qualifications

  • 4+ years of industry experience
  • Experience building, training, and deploying deep neural networks with deep learning frameworks such as TensorFlow, Caffe, PyTorch, etc.
  • Proficiency with Python or C++, preferably both
  • Solid software engineering foundation and a commitment to writing clean, well-architected code
  • Image processing experience with OpenCV or similar frameworks


Useful skills

  • Experience with state-of-the-art in object detection, multi-object tracking, and segmentation
  • Experience working on high-efficiency deep networks for real-time embedded systems
  • Experience working on high-accuracy deep learning models in AWS and GCP
  • Strong fundamental knowledge of linear algebra and projective geometry
  • Data curation, annotation, and management experience
  • TensorFlow, TensorFlow Lite

 
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