Machine Learning Research Expert for Advanced Generalization

2 days ago


Singapore NTU (Nanyang Technology University- MainOffice-HR) Full time

About the Role:

NTU is seeking a highly skilled Research Associate in Computer Science and Engineering to join our team. As a Research Associate, you will play a crucial role in advancing the fields of diffusion models and machine generalization.

About the Position:

  • We are looking for an individual with a Master's degree in computer science or engineering, experienced in PyTorch or Tensorflow, and a strong background in machine learning and deep learning.
  • The ideal candidate will have relevant publication experience regarding machine generalization or diffusion models and be proficient in programming languages and frameworks relevant to machine learning.
  • Strong analytical and problem-solving skills, with a solid foundation in mathematics and statistics, are essential for this role.
  • You should also have excellent communication skills for presenting research findings and be able to work independently and collaboratively in a research environment.

Key Responsibilities:

  1. Collaborate closely with the Principal Investigator (PI) to design, implement, and analyze novel research projects.
  2. Conduct high-quality research, developing new algorithms and models, and publishing findings in top-tier conferences.
  3. Formulate the machine generalization problem in light of recent advancements in foundation models.
  4. Design algorithms that improve diffusion model generalizations.
  5. Collect or consolidate data to validate the designed algorithm.
  6. Communicate research outcomes through papers or presentations.

Hiring Institution: NTU

Estimated Salary: $90,000 - $110,000 per annum, depending on qualifications and experience.



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