Research Assistant

at  NTU Nanyang Technology University Main OfficeHR

Singapore, Southeast, Singapore -

Start DateExpiry DateSalaryPosted OnExperienceSkillsTelecommuteSponsor Visa
Immediate18 Sep, 2024Not Specified20 Jun, 2024N/AMachine Learning,Mathematics,Information Science,Reinforcement Learning,Communication Skills,Data Science,Python,Computer Science,Deep LearningNoNo
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Description:

The Joint NTU-UBC Research Centre of Excellence in Active Living for the Elderly (LILY) invites applications for the position of Research Assistant.

JOB REQUIREMENTS:

  • BEng/BSc/MEng/MSc in computer science, machine learning, data science, information science, mathematics, or related disciplines.
  • Experiences/Knowledge in deep learning, reinforcement learning, and user interface development.
  • Proficiency with GNU/Linux, Python and at least one of the main machine learning libraries (e.g., pytorch, tensorflow, keras).
  • Experience in mathematical modeling competitions, ACM programming contests, and paper publication is preference.
  • Solid background in mathematics and excellent writing and communication skills.
    We regret that only shortlisted candidates will be notified.
    Hiring Institution: NT

Responsibilities:

  • Response for training and optimizing large language models.
  • Implement reinforcement learning algorithms to improve language models alignment.
  • Develop systems for efficient and systematic experimental data collection.
  • Assist in the comprehensive analysis of data, and create detailed visualizations for academic publications.
  • Write research papers/reports based on the requirements of the project.


REQUIREMENT SUMMARY

Min:N/AMax:5.0 year(s)

Information Technology/IT

IT Software - Other

Software Engineering

Graduate

Proficient

1

Singapore, Singapore