Research Engineer II

5 days ago

Singapore NANYANG TECHNOLOGICAL UNIVERSITY Full time
Roles & Responsibilities

Young and research-intensive, Nanyang Technological University, Singapore (NTU Singapore) is ranked among the world’s top universities. NTU’s College of Computing and Data Science (CCDS) is a leading college that is known for its excellent curriculum, outstanding and impactful research, and world-renowned faculty. Today, we are ranked #2 for AI and Computer Science by US News Best Global Universities; and #8 for Data Science and AI by QS World University Ranking.

A hot bed of cutting-edge technology and groundbreaking research, the College aims to groom the next generation of leaders, thinkers, and innovators to thrive in the digital age. Located in the heart of Asia, NTU’s College of Computing and Data Science is an ‘exciting place to learn and grow'. We welcome you to join our community of faculty, students and alumni who are shaping the future of AI, Data Science and Computing.

We seek to appoint a Research Engineer II (fixed term, 30 months) to work on uncertainty quantification in LLMs.

Key Responsibilities:

  • Work with project team in setting up and maintaining the project’s compute infrastructure, ensuring that these meet the needs of the project.
  • Maintaining the project’s internal communication infrastructure to ensure that researchers across all three universities are able to work effectively together.
  • Collaborate with the project team on research pertinent to the project, by
    Contributing to and developing ideas for novel methodologies and understanding of the research questions,
    Acting as a source of information and advice to other members of the research team, especially on computational matters
    Enabling large scale research implementations and managing research experiments,
    Contributing to the writing of research papers and submissions to high profile venues,
    Leading on efforts at open sourcing research code, and
    Presenting outcomes at international conferences and workshops.

The postholder will carry out any other duties that are within the scope, spirit and purpose of the job, as requested by their Reporting Officer.

Job Requirements:

Essential criteria
  • Close to completion or holds a MSc or above in a relevant technical subject (e.g. computer science, statistics, engineering).
  • Possess strong publication track record in machine learning or related fields.
  • Possess sufficient specialist knowledge, research skills and interests in deep learning and large language models to work within established research programmes and contribute ideas and solutions.
  • Possess strong technical knowledge and abilities of deep learning and large language modelling frameworks (pytorch, jax, huggingface) as well as popular open source codebases and LLM APIs.
  • Possess strong motivation and interests in developing computational infrastructure (including both software and cloud solutions) to enable large scale implementations and experimentations in large language models.
  • Possess strong collaboration abilities in person, on paper and over electronic channels.
  • Excellent communication skills, including the ability to write for publication, present research proposals and results, and represent the research group at meetings.

We regret that only shortlisted candidates will be notified.


Tell employers what skills you have

Excellent Communication Skills
Machine Learning
Open Source
PyTorch
Research Skills
Writing
Quantification
Statistics
Data Science
Sourcing

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