Algorithm Expert - NLP Large Model

Huawei; Ontario; 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 exploring cutting-edge NLP research, enhancing model performance, and collaborating with various teams to tackle deployment challenges. Ideal candidates should possess a Master's degree and extensive experience in NLP and deep learning frameworks.

Qualifications

• Master’s degree or above in Computer Science, Mathematics, Statistics, or a related field.
• 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 content controllability and deployment efficiency.
• Collaborate across technical and business teams to achieve objectives.

Skills

NLP

Deep Learning

Algorithm Training Paradigms

Logical Thinking

Communication

Collaboration

Self-learning

Education

Master’s degree in Computer Science, Mathematics, Statistics, or related field

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, 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 :

• Master’s degree or above in Computer Science, Mathematics, Statistics, or a related field.
• 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.
• Proficient in algorithm training paradigms; experience in building NLP large models (with over 10 billion parameters) from scratch is an asset.
• Strong logical thinking, communication, collaboration, and self-learning abilities.