Algorithm Expert - NLP Large Model

Huawei Technologies Canada Co., Ltd.; Markham; On-site; CAD 190,000 - 350,000; Full time

Job summary

Huawei Canada is seeking an Algorithm Expert specializing in NLP Large Models. The role involves leading research in NLP, enhancing model performance, and overcoming deployment challenges. Ideal candidates hold a Master's degree and have extensive experience in NLP and deep learning frameworks.

Qualifications

• 5+ years of experience in NLP and proficiency in deep learning frameworks.
• In-depth research experience in NLP text generation or large-scale pre-training models.

Responsibilities

• Explore and track forefront of NLP large model research.
• Address challenges in controllability and trustworthiness of generated content.
• Collaborate across teams to achieve technical and business objectives.

Skills

NLP

Deep Learning

Algorithm Training

Collaboration

Logical Thinking

Education

Master’s degree in Computer Science

Master’s degree in Mathematics

Master’s degree in Statistics

Job description

Huawei Canada has an immediate permanent opening for an Algorithm Expert - NLP Large Model.

About the team:

The Software Engineering Coach Lab focuses on capability improvements. Undertaking Huawei's trusted change strategy, this lab is responsible for achieving the overall goal of trusted change, and systematically carries out public capacity building and change enablement and management such as trustworthy interpretation, change framework design and guidance, process IT and management systems.

About the job:

1. Responsible for exploring and tracking the forefront of NLP large model research, and driving the performance of self-developed NLP large models to achieve industry-leading results;

2. Responsible for addressing challenges such as insufficient controllability and trustworthiness of generated content, low inference efficiency, and overcoming technical barriers to large model deployment in real-world applications;

3. Responsible for collaborating across technical, pre-research, and business teams to jointly achieve technical and business objectives.

The base salary for this position ranges from $190,000 to $350,000 depending on education, experience and demonstrated expertise.

About the ideal candidate:

1. Master’s degree or above in Computer Science, Mathematics, Statistics, or a related field.

2. 5+ years of experience in NLP and proficiency in deep learning frameworks.

3. In-depth research experience in NLP text generation or large-scale pre-training models.

4. Proficient in algorithm training paradigms; experience in building NLP large models (with over 10 billion parameters) from scratch is an asset.

5. Strong logical thinking, communication, collaboration, and self-learning abilities.