The CERN Quantum Technology Initiative invites applications for a postdoctoral research position focusing on the theoretical foundations of quantum machine learning (QML) algorithms.
- Conduct independent research on the theoretical aspects of quantum machine learning algorithms.
- Investigate the trainability, generalization, and robustness of QML models, particularly in the context of high energy physics (HEP) 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-like techniques with tailored data encoding strategies and variational components, for robust and implementable algorithms for current quantum platforms but also designed to tackle large-scale and complex problems as quantum hardware advances.
- 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.
- Publish research findings in leading scientific journals and present results at international conferences and workshops.
Your Profile
We are looking for someone with a strong theoretical background in quantum information theory, representation learning, and quantum computing. A PhD in Physics, Computer Science, Mathematics, or a closely related field is required.
- 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.
- Strong communication skills and the ability to work collaboratively in a multidisciplinary environment.
What We Offer
- A monthly stipend ranging between 6212 and 6828 Swiss Francs per month (net of tax).
- Coverage by CERN’s comprehensive health scheme (for yourself, your spouse and children), and membership of the CERN Pension Fund.
- Depending on your individual circumstances: installation grant; family, child and infant allowances; payment of travel expenses at the beginning and end of contract.
- 30 days of paid leave per year.
- On-the-job and formal training at CERN as well as in-house language courses for English and/or French.