Huawei Technologies Canada Co., Ltd.
Intern Researcher - Multimodal Learning
Montreal, Quebec, Canada · Intern · Internship
Sponsorship not specifiedDetected 49 days ago
PythonAlgorithmsMachine LearningDeep LearningNLPComputer VisionLLMsResearchCommunication
About the role
- 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.
Responsibilities
- Huawei aims to support a French-speaking work environment for its employees in Quebec.
Requirements
- However, proficiency in
- The person will be required to communicate regularly with colleagues located outside Quebec, where English is the primary language used for communication between offices.
- In addition, the nature of the tasks related to this position, which falls within a highly specialized field of artificial intelligence, also requires knowledge of English.
- About the ideal candidate: A Ph.D. or a Master's in Computer Science, Computer Engineering, Electrical and Computer Engineering, or a related field.
Nice to have
- A Ph.D. or a Master's in Computer Science, Computer Engineering, Electrical and Computer Engineering, or a related field.
- Strong AI/ML coding skills in Python
- experienced with coding in Pytorch.
Skills
- Enhancing existing representation learning frameworks through the integration of novel solutions.
- Staying current with the latest advancements in multimodal representation learning across both industry and academia.
- Contributing to the proposal of high-impact intellectual (e.g., patents) and publishing of research papers in top-tier AI/ML conferences.
- Strong AI/ML coding skills in Python; experienced with coding in Pytorch.
- Good communication skills, willingness to collaborate, and self-motivation.
Benefits
- Hands-on experience with computer vision and natural language processing projects.
- Relevant experience in training and fine-tuning foundation models for vision and language downstream tasks.
Company info
- About the job: Proposing and developing multimodal representation learning frameworks, including but not limited to algorithm design, model development, and data processing.
- Conducting experiments on large-scale datasets to validate and evaluate proposed ideas and solutions.
- Familiar with deep learning architectures, as well as self-supervised and contrastive learning techniques.
Equal opportunity
- If you require accommodation during any stage of the hiring process, please let us know, and we will work with you to meet your needs.
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