Co-op Researcher – Computer Vision and Machine Learning
- Markham, ON, Canada
On-site
Internship
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Job details
- Job type
- Internship
- Workplace
- On-site
- Posting language
- English
- Posted
Original job description
Huawei Canada has an immediate 8/12/16-month Co-op opening for an Assistant Researcher.
About the team:
Founded in 2012, the Noah’s Ark lab has evolved into a prominent research organization with notable achievements in academia and industry. The lab’s mission focuses on advancing artificial intelligence and related fields to benefit the company and society. Driven by impactful, long-term projects, the aim is to enhance state-of-the-art research while integrating innovations into the company's products and services, including LLMs, RL, NLP, computer vision, AI theory, and Autonomous driving.
About the job:
Research and develop state-of-the-art technology in computer vision and machine learning.
Work with various types of image and video analysis, using cutting-edge deep learning and computer vision techniques.
Work on optimization of algorithms and machine learning models for deployment on mobile.
About the ideal candidate:
Currently enrolled in senior Bachelor or Master’s in Computer Science, Electrical Engineering or a related technical field, having strong software development skills, previous internship experiences with C++ and Python development.
Solid knowledge of machine learning and deep learning techniques. Experienced in applying machine learning and computer vision to real-world problems.
Experience with TensorFlow, Pytorch, or other deep learning frameworks.
Experience with Android development and familiar with JNI is an asset.
Excellent verbal and written communication skills, self-motivated, with creative thinking and attention to details. Excellent organization skills under pressure and dynamic priorities, effectiveness in prioritizing tasks.
Experience in training, regularization, generalization and evaluation of deep learning models, demonstrated through internships and projects.
Experience with and knowledge of at least one deep learning architecture (Transformers, GNN, CNN, GAN, LSTM, VAE, ...).
Demonstrated experience with Computer Vision projects in industry.
More about this job
Responsibilities
The Assistant Researcher at Huawei will research and build computer vision and machine learning technology. They will work on image and video analysis with deep learning, and make algorithms and models run efficiently on mobile devices.
Requirements
Candidates need to be enrolled in a senior bachelor's or master's program in computer science, electrical engineering or a related field. They need internship or project experience with C++, Python, deep learning and computer vision.
Skills
- Python
- C++
- TensorFlow
- PyTorch
- Deep learning
- Machine learning
- Computer vision
- Image and video analysis
- Model optimization
- Model evaluation and regularization
- Android development
- JNI
- Convolutional neural networks
- Transformers
- Graph neural networks
- Generative adversarial networks
- LSTM
- Variational autoencoders
- Software development
- Research
- Written communication
- Verbal communication
- Prioritization
Categories
- Technology
- Data & Analytics
- Software
- Science & Research
Keywords
- computer vision
- machine learning
- deep learning
- co-op
- internship
- research
- Python
- C++
- TensorFlow
- PyTorch
- Android
- JNI
- image analysis
- video analysis
- mobile deployment
- Transformers
- CNN
- GAN
- LSTM
- VAE
Seniority
Entry level
Tools
- TensorFlow
- PyTorch
- C++
- Python
- Android
Languages
- English
Fields of study
- Computer Science
- Electrical Engineering