Deep Learning Research Engineer for Robotics Company

Company: OSI Engineering, Inc.
Location: Campbell, California, United States
Type: Full-time
Posted: 09.AUG.2021

Summary

Responsibilities: * Survey the Deep Learning and Deep Reinforcement literature to keep track of the latest advances in the field. * Collabo...

Description

Responsibilities:

  • Survey the Deep Learning and Deep Reinforcement literature to keep track of the latest advances in the field.
  • Collaboratively decide which methods that we think are the most promising candidates for verification
  • Reproduce key published results, design and train novel SOTA models, explore new training techniques.
  • Improve upon the published results, integrate with other methods, incorporate into our code base
Qualifications:
  • Strong algorithm and mathematical skills (Multivariable Calculus, Linear Algebra, Probability, Statistical Inference, Optimization)
  • Strong understanding of Deep Learning; proficient in training and evaluating state of the art Deep Networks for Classification, Semantic & Instance Segmentation, and Object Detection; exposure to 3D Deep Learning
  • Strong Python skills, proficient in Pytorch and or TensorFlow
  • Understanding of Machine Learning in general (exposure to RL, SVMs, Kernel Methods, Decision Forests, Logistic Regression, Clustering)
  • Masters in Computer Science (or related degree e.g. EE, Applied Math) or Equivalent Experience (min. 3 years)

Type: Fulltime

Location: Campbell, CA

- provided by Dice

 
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