Research Fellow: Machine Learning & Quantum Computing

National University of Singapore; Singapore; On-site; SGD 80,000 - 120,000; Full time

Job summary

National University of Singapore invites outstanding researchers to join a joint project between the MathEXLab (Mechanical Engineering) and the Centre for Quantum Technologies. The role focuses on classical and quantum algorithm design, with an emphasis on drug discovery and molecular modelling.

The successful candidate will work within a multi-disciplinary team, contributing to robust software implementations and both quantum and classical algorithm development.

Qualifications

• Experience with machine learning methods and ML workflows.
• Knowledge of quantum computing concepts and quantum algorithms is advantageous.
• Familiarity with dynamical systems theory and modelling.
• Ability to implement robust production-grade software for research.
• Strong analytical and collaboration skills in multidisciplinary teams.

Responsibilities

• Collaborate in a cross-disciplinary team to design classical and quantum algorithms.
• Develop software implementations for research prototypes and production-grade code.
• Contribute to applications in drug discovery and molecular modelling.

Skills

Machine learning

Quantum Machine Learning

Dynamical Systems

Algorithms for dynamical systems

Signal processing

Job description

National University of Singapore invites outstanding researchers to join a joint project between the MathEXLab (Mechanical Engineering) and the Centre for Quantum Technologies. The role focuses on classical and quantum algorithm design, with an emphasis on drug discovery and molecular modelling.

The successful candidate will work within a multi-disciplinary team, contributing to robust software implementations and both quantum and classical algorithm development.