jobs in NATIONAL UNIVERSITY OF SINGAPORE

全职 Research Assistant (Machine Learning) 工作, 薪水 up to SGD 4,000, NATIONAL UNIVERSITY OF SINGAPORE South (Singapore) 公司招聘中 - Ricebowl

Research Assistant (Machine Learning)

SGD4,000 - SGD4,000 每月

South (Singapore)

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工作地点

  • 21 LOWER KENT RIDGE ROAD South (Singapore) Singapore

职位描述

岗位职责

Interested applicants are invited to apply directly at the NUS Career Portal. Please note your application will only be processed if you apply via NUS Career Portal.

NUS Career Portal link: *************

We regret that only shortlisted candidates will be notified.

Job Description

The Research Assistant will be required to conduct reinforcement fundamental for biomedical topics including but are not limited to:

  1. large language model RL turning
  2. anti-collapsing of RL and
  3. apply RL to biomedical research

This includes developing reinforcement learning to improve chemical and biomedical language model to enhance generalization and robustness of the model in designing and generating molecular sequences and structures. It will be in collaboration with machine learning experts in tokenization, agentic system, and biologists from cellular functional side. Due to the nature of the work, a solid chemistry background evidenced by undergraduate training is needed.

Qualifications

  • Possess at least a bachelor’s degree in related field.
  • Has strong reinforcement learning background ,evidenced by first author paper/preprints.
  • Has strong chemistry background and knowledge.
  • Strong written and spoken communication skills.
  • Open to fixed-term contract.

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