Research Assistant in Quantum Algorithms and Machine Learning

NATIONAL UNIVERSITY OF SINGAPORE

Singapore, Singapore
Not specified
Master's or phd in computer science, physics, mathematics
Strong background in linear algebra and probability
Programming skills in python with numpy scipy pytorch
The National University of Singapore is seeking a Research Assistant for an advanced project that combines quantum computing and machine learning. The role involves developing scalable training methods for quantum models, requiring a strong background in relevant scientific fields and programming skills

Job Summary

  • The role involves developing novel optimization frameworks based on quantum dynamics to train quantum systems efficiently.
  • Candidates will contribute to both theoretical advances and experimental implementations while having opportunities to co-author publications.
  • The Centre for Quantum Technologies offers a friendly and international work environment with approximately 200 staff and students.

Matching Summary

Match Score: 85

The National University of Singapore is seeking a Research Assistant for an advanced project that combines quantum computing and machine learning. The role involves developing scalable training methods for quantum models, requiring a strong background in relevant scientific fields and programming skills.

Skills & Requirements

Must-have

  • Master's or PhD in Computer Science, Physics, Mathematics
  • Strong background in linear algebra and probability
  • Programming skills in Python with NumPy SciPy PyTorch
  • Experience with Qiskit or PennyLane frameworks

Nice-to-have

  • Familiarity with high-performance computing
  • Experience executing experiments on quantum hardware
  • Analytical thinking and problem-solving skills
  • Intellectual curiosity and scientific writing ability

Key Requirements

  • Master's or PhD degree required
  • Background in quantum computing or algorithms
  • Knowledge of deep learning and optimization theory

Work Rights

Not specified

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