Quantum Machine Learning Researcher

Vor 4 Tagen


Genf, Genf, Schweiz CERN Vollzeit

Job Title: Quantum Machine Learning Researcher

CERN, the European Organization for Nuclear Research, is seeking a highly skilled Quantum Machine Learning Researcher to join our team. As a researcher in the CERN Quantum Technology Initiative, you will be responsible for conducting independent research on the theoretical aspects of quantum machine learning algorithms.

Key Responsibilities:

  • Investigate the trainability, generalization, and robustness of QML models, particularly in the context of high-energy physics simulations.
  • Explore the interplay between quantum information and quantum field theory in the development of quantum computing algorithms.
  • Combine the strengths of Quantum Singular Value Transformation (QSVT) with tailored data encoding strategies and variational components, for robust and implementable algorithms for current quantum platforms.
  • Supervise and mentor a group of younger researchers, including PhD and Master's students, guiding their research projects and fostering their academic growth.
  • Collaborate with an interdisciplinary team of physicists, computer scientists, and engineers within CERN QTI.

Requirements:

  • PhD in Physics, Computer Science, Mathematics, or a closely related field.
  • Strong theoretical background in quantum information theory, representation learning, and quantum computing.
  • Knowledge of group algebra and quantum field theory is preferred.
  • Demonstrated ability to conduct high-quality research, evidenced by a strong publication record.
  • Experience in supervising and mentoring students or junior researchers is desirable.

About CERN:

CERN, the European Organization for Nuclear Research, is a world-renowned research center in Geneva, Switzerland. We are committed to advancing our understanding of the universe and pushing the boundaries of human knowledge. Our team is comprised of experts in various fields, including physics, computer science, and engineering. We offer a dynamic and inclusive work environment that fosters collaboration, creativity, and innovation.



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