Researcher - Next Computing
Huawei Canada
Date: 12 hours ago
City: Edmonton, AB
Contract type: Full time
Our team has an immediate 12-month contract opening for a Researcher.
Responsibilities:
What you’ll bring to the team:
Responsibilities:
- Design optimized algorithms and models for hardware accelerators.
- Read academic papers and stay updated with recent advances in the field.
- Design, implement, and integrate models and algorithms.
- Evaluate, analyze, and derive insights from experimental data.
- Collaborate closely with researchers and provide solutions to engineers.
- Publish scientific papers.
What you’ll bring to the team:
- A Master's or Ph.D. in Computer Science, Computer Engineering, or a related field.
- Proven experience with deep learning models, which can be demonstrated through work experience, internships, or projects.
- Proficiency in deep learning frameworks such as PyTorch and TensorFlow.
- Excellent communication skills, self-motivation, creativity, and strong attention to detail.
- Strong software development skills in Python or C++.
- Hands-on experience and comprehensive knowledge of at least one deep learning architecture, such as Transformers, Graph Neural Networks (GNN), Convolutional Neural Networks (CNN), Generative Adversarial Networks (GAN), Long Short-Term Memory (LSTM), or Variational Autoencoders (VAE).
- Experience in one of the following areas:
- Software-Hardware or Algorithm-Hardware Co-Design.
- Search Techniques: Bayesian Optimization, Evolutionary Algorithms, or Reinforcement Learning.
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