Senior Ai Engineer, Large Language Model

2 weeks ago

Singapore Shopee Full time

Department Engineering and Technology
- LevelExperienced (Individual Contributor)
- LocationSingapore

The Engineering and Technology team is at the core of the Shopee platform development. The team is made up of a group of passionate engineers from all over the world, striving to build the best systems with the most suitable technologies. Our engineers do not merely solve problems at hand; We build foundations for a long-lasting future. We don't limit ourselves on what we can or can't do; we take matters into our own hands even if it means drilling down to the bottom layer of the computing platform. Shopee's hyper-growing business scale has transformed most "innocent" problems into huge technical challenges, and there is no better place to experience it first-hand if you love technologies as much as we do.

**About the Team**:

- Contribute to the research and implementation of pre-training and alignment algorithms include ultra-large-scale multilingual pre-training technology, Mixture-of-Experts model training, Instruction Pretraining, SFT, and RLHF.
- Contribute to the explanation and safety improvement of AI, especially in trustworthy Large language models.
- Conduct experiments to test the performance of different AI models, identifying areas for improvement and exploring new directions for enhancement.

**Requirements**:

- Doctorate degree in Computer Science, Information Technology, Programming & Systems Analysis, or other related disciplines
- Excellent coding skills, data structure and basic algorithm skills, proficiency in Python/Pytorch coding.
- Minimum 1 year of research experience in basic principles and training methods of industry-leading LLM (such as GPT, LLaMA).
- Have research experience in text generation or dialogue systems
- Good communication and collaboration skills, able to explore new technologies with the team and promote technological progress.

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