Quantum Intelligence Research Specialist

1 month ago

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

The School of Physical and Mathematical Sciences (SPMS) at Nanyang Technological University (NTU) Singapore is a vibrant research and education hub in two divisions: Division of Mathematical Sciences (MAS) and Division of Physics and Applied Physics (PAP).

Job Overview

MAS covers a wide range of topics from pure mathematics to its applications in cryptography, computing, business, and finance. PAP focuses on various areas of fundamental and applied physics, including quantum information, condensed matter physics, biophysics, and photonics.

The Nanyang Quantum Hub at SPMS seeks a highly skilled researcher for a special focus project led by Mile Gu on Quantum-Enhanced Intelligent Agents - with a focus on the following big questions:

  • What are the fundamental resources behind complex adaptive behavior?
  • How do such limits differ depending on whether we use a class of quantum information processing?
  • Can quantum agents under resource constraints or energy perform better at various adaptive games?
  • How can we best train quantum agents using a combination of classical and quantum techniques?
  • Can quantum agents learn from less data or be more expressive?
Key Responsibilities

As a Quantum Intelligence Research Specialist, you will investigate these big scientific questions centered thematically around quantum-enhanced agents, learning, and intelligence. Your tasks will involve:

  • Interfacing ideas from quantum information, quantum thermodynamics, statistical learning theory, and complexity science.
  • Assisting in the preparation of scientific manuscripts in quantum-agents and related research areas in high-impact scientific journals and conference proceedings.
  • Supervising PhD students in quantum-agents and related areas of research.
  • Conducting research in quantum-agents and related areas of research.
  • Organizing inter-group discussions in topical areas related to quantum agents.
Requirements

To succeed in this role, you should have:

  • A PhD in theoretical quantum information science or foundations and/or machine-learning foundations.
  • Excellent English verbal/written communication skills to conduct research effectively.
  • A record of high-impact publications related to quantum information science and/or machine-learning foundations.
  • The ability to communicate technical ideas to interdisciplinary scientific audiences.
  • Prior research experience in quantum machine learning, statistical learning theory, computational mechanics, quantum algorithms, quantum resources, and quantum thermodynamics is welcome.
About NTU

The College of Science at NTU seeks a diverse and inclusive workforce and is committed to equality of opportunity. We welcome applications from all qualified candidates and recruit on the basis of merit, regardless of age, race, gender, religion, marital status, and family responsibilities, or disability.

We regret to inform that only shortlisted candidates will be notified. The hiring institution is NTU.

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