AI Researcher
1 month ago
Company Overview
The Hong Kong University of Science and Technology is a leading institution in innovation and research, building a state-of-the-art Generative AI center to drive advancements in large language models.
Salary
The estimated annual salary for this position is HKD 1,200,000 - HKD 1,500,000, commensurate with qualifications and experience, plus fringe benefits including annual leave, medical and dental benefits.
Job Description
This role offers the opportunity to participate in the development of large language models (LLMs) and their applications in various subjects. Responsibilities include academic research, prototype building, technology productization, project management, and activities related to the HKGAI center.
Key Responsibilities:
- Data curation for LLMs, including data acquisition, deduplication, toxicity and bias control, data blending and augmentation, and so on;
- Building of LLMs, including pre-training, continual learning, MoE, peft, SFT, hallucination alleviation, human alignment, and so on;
- LLM applications, including domain specific LLMs, LLM agents applications, and so on.
Required Skills and Qualifications
To succeed in this role, you should have a deep understanding and extensive experience in one or more LLM-related areas such as data curation, pre-training, fine-tuning, quantization, prompt engineering, rlhf, explainable AI, etc. Proficiency in one or more LLM-related R&D frameworks such as megatron, deepspeed, trlX, lora, peft, ColossalAI is also required.
Benefits
The appointee will enjoy excellent analytical and problem-solving skills, as well as a passion for solving challenging problems. Industry experience or related product knowledge is a plus. The position is renewable for 1-3 years.
Others
HKUST is an equal opportunities employer and is committed to our core values of inclusiveness, diversity, and respect.
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