Researcher – Reinforcement Learning and LLM Reasoning

Job title:

Researcher – Reinforcement Learning and LLM Reasoning

Company

Huawei

Job description

Our team has a 12-month contract opening for a Researcher.Responsibilities:

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

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

• Design, implement, and experiment with novel methods to improve model and 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.

What you’ll bring to the team:

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

• Strong research background with a track record of publications in top-tier AI conferences (NeurIPS, ICML, ICLR, ACL, etc.).

• Expertise in Large Language Models (LLMs) and hands-on experience with frameworks like PyTorch or TensorFlow.

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

• Proficient programming skills in Python and strong experience with model development and optimization.

• 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.

Expected salary

Location

Edmonton, AB

Job date

Fri, 20 Sep 2024 02:55:36 GMT

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