Research Engineer - Large Language Models
Markham, Ontario, Canada
Huawei Technologies Canada Co., Ltd.
Huawei is a leading global provider of information and communications technology (ICT) infrastructure and smart devices.Our team has an immediate 12-month contract opening for a Research Engineer.
Responsibilities:
- Conduct research and development of advanced LLMs and NLP algorithms, enhancing language understanding and generation capabilities.
- Design and optimize LLM architectures for scalability and efficiency in real-world applications, especially in human-computer interaction.
- Collaborate with cross-functional teams to implement LLM-driven solutions into interactive, production-level systems.
- Investigate innovative methodologies to enhance the interpretability and robustness of LLMs across various use cases.
- Stay updated on the latest advancements in LLMs, NLP, and related AI fields.
- Contribute to the research community through patents, publications, and participation in industry conferences.
Requirements
What you’ll bring to the team:
- Ph.D. or Master's in Computer Science, Machine Learning, NLP, or a closely related field with a focus on LLMs.
- Minimum of 3 years of experience in LLM research and development, with a robust portfolio of applied projects or publications.
- Expertise in building, fine-tuning, and deploying large-scale LLMs using frameworks like PyTorch or TensorFlow.
- Proficiency in Python and familiarity with additional programming languages like Java or C++.
- Proven experience in handling large datasets, data pre-processing pipelines, and optimizing model performance.
- Proficiency in both English and Mandarin Chinese is required.
#LI-HC1
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
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Categories:
Engineering Jobs
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Tags: Architecture Computer Science Java LLMs Machine Learning NLP Pipelines Python PyTorch Research TensorFlow
Perks/benefits: Conferences
Region:
North America
Country:
Canada
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