Researcher - Reinforcement Learning and LLM Reasoning

5 days ago

Av du Parc Montreal Quebec HN X Canada Huawei Technologies Canada Co. Full time $100,000 - $120,000 per year
Job description

Huawei Canada has an immediate 12-month contract opening for a 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:

  • Conduct cutting-edge research in the field of Large Language Models (LLMs), focusing on advancing model reasoning.

  • Leverage Reinforcement learning and Deep Learning to enhance the reasoning capabilities and decision-making of LLMs.

  • Design, implement, and experiment with novel methods to improve model performance and efficiency in real-world applications.

  • Publish high-quality research in top-tier AI/ML conferences (e.g., NeurIPS, ICML, ICLR) and contribute to the broader machine learning community.

Job requirements

About the ideal candidate:

  • PhD or Master's degree in Computer Science, Artificial Intelligence, Machine Learning, Mathematics, or a related technical field.

  • Strong understanding of Transformers and Reinforcement Learning for LLMs.

  • Expertise in training Large Language Models (LLMs) in RL with verifiable rewards with frameworks like PyTorch.

  • Hands-on experience with fine-tuning, RLHF, and applying advanced reasoning methods such as Chain of Thought and In-Context Learning.

  • Effective analytical, problem-solving, and troubleshooting skills with a focus on innovative research solutions.

  • Strong communication skills, both written and verbal, and a demonstrated ability to convey complex research findings to a variety of audiences, demonstrated through published papers at top-tier conferences like NeurIPS, ICLR, ACL, etc.

Huawei aims to support a French-speaking work environment for its employees in Quebec. We have taken steps to avoid requiring a language other than French for this position. However, proficiency in English is essential for this role for the following reasons:

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.

All done

Your application has been successfully submitted

Other jobs

  • Researcher - Reinforcement Learning and LLM Reasoning

    1 week ago

    Montreal, Canada Huawei Technologies Canada Co., Ltd. Full time

    Job descriptionHuawei Canada has an immediate 12-month contract opening for a 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...

  • Researcher - Reinforcement Learning

    1 week ago

    - Street Northwest Edmonton, Alberta, TG C Canada Huawei Technologies Canada Co. Full time $85,000 - $140,000 per year

    Job description Huawei Canada has an immediate 12-month contract opening for a Reinforcement Learning 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...

  • Intern Researcher

    4 days ago

    Av du Parc Montreal, Quebec, HN X Canada Huawei Technologies Canada Co. Full time $60,000 - $90,000 per year

    Job description Huawei Canada has an immediate internship opening for a 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....

  • Intern Researcher

    1 week ago

    Av du Parc Montreal, Quebec, HN X Canada Huawei Technologies Canada Co. Full time $60,000 - $90,000 per year

    Job description Huawei Canada has an immediate internship opening for a 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....

  • Engineer- Reinforcement Learning and LLM

    5 days ago

    Silver Drive Vancouver, British Columbia, VH Y Canada Huawei Technologies Canada Co. Full time $78,000 - $168,000 per year

    Job description Huawei Canada has an immediate 12-month contract opening for an Engineer.About the team:The Intelligent Cloud Infrastructure Lab aims to innovate technologies, algorithms, systems, and platforms for next-generation cloud infrastructure. The lab addresses scalability, performance, and resource utilization challenges in existing cloud...

  • Senior Researcher

    1 week ago

    Av du Parc Montreal, Quebec, HN X Canada Huawei Technologies Canada Co. Full time US$170,000 - US$250,000 per year

    Job description Huawei Canada has an immediate permanent opening for a Senior 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...

  • Intern Researcher

    1 week ago

    Av du Parc Montreal, Quebec, HN X Canada Huawei Technologies Canada Co. Full time $60,000 - $90,000 per year

    Job description Huawei Canada has an immediate internship opening for a 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....

  • Researcher - Machine Learning

    2 weeks ago

    Montreal, Canada Huawei Canada Full time

    Join to apply for the Researcher - Machine Learning role at Huawei Canada.Huawei Canada has an immediate 12-month contract opening for a Researcher.About the team: Founded in 2012, Noah’s Ark lab is a prominent research organization with achievements in academia and industry. The lab focuses on advancing artificial intelligence and related fields to...

  • Senior Researcher

    5 days ago

    Avenue du Parc Montreal, Quebec, HN X Canada Huawei Technologies Canada Co. Full time $120,000 - $180,000 per year

    Job description Huawei Canada has an immediate permanent opening for a Senior 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...

  • Researcher - Machine Learning

    2 weeks ago

    Montreal, Canada Huawei Technologies Canada Co., Ltd. Full time

    Social network you want to login/join with:Huawei Canada has an immediate 12-month contract opening for a Researcher.About the team:Founded in 2012, 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...