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Researcher - Ai Deep Learning

Company

Huawei Technologies Canada Co., Ltd.

Address Edmonton, Alberta, Canada
Employment type FULL_TIME
Salary
Category Telecommunications
Expires 2023-08-06
Posted at 10 months ago
Job Description
Our team has an immediate 12-month contract opening for a Researcher.


Responsibilities:


  • Evaluate, analyze and drive insights from experiments
  • Publish scientific papers
  • Build optimized deep learning architectures for computer vision or natural language processing tasks
  • Optimize DL models on various hardware
  • Read academic papers and keep up-to-date with recent advances
  • Design, implement and integrate models and algorithms
  • Closely collaborate with researchers and provide solutions for engineers


Job requirements


What you'll bring to the team:


  • Experience in Deep learning frameworks such as PyTorch and TensorFlow
  • MS/Ph.D. in computer science, computer engineering, or related fields
  • Excellent communication skills, self-motivated, with creative thinking and attention to details
  • Strong software development skills
  • Experience in applying deep learning models to computer vision or natural language processing tasks


Preferred Qualifications:


  • Experience in applying deep learning demonstrated through work experience, internships, or projects
  • Hands-on experience and excellent knowledge with at least one deep learning architecture (Transformers, GNN, CNN, GAN, LSTM, VAE, ...)
  • Publications in top tier conferences
  • Experience in Bayesian Optimization, Reinforcement Learning, or evolutionary algorithms