Researcher Foundations of Quantum Machine Learning (IT-GOV-INN-2024-182-GRAP)Full-timeYour responsibilitiesConduct 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 HEP simulations.Explore the interplay between quantum information and quantum field theory in the development of quantum computing algorithms.Combine the strengths of QSVT 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 profileSkills/Qualifications: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.Strong communication skills and the ability to work collaboratively in a multidisciplinary environment.Fluent in English; the ability to work in French would be an advantage.You have a professional background in Computer Science, Mathematics, Physics (or a related field) and have either:a Master's degree with 2 to 6 years of post-graduation professional experience;or a PhD with no more than 3 years of post-graduation professional experience.You have never had a CERN fellow or graduate contract before.Contract duration: 24 months, with a possible extension up to 36 months maximum.Working hours: 40 hours per weekApplication materials:CVCopy of degree/transcript of recordsOptional: Reference letter, Research StatementThis position involves:Work during nights, Sundays, and official holidays, when required by the needs of the Organization.Job reference: IT-GOV-INN-2024-182-GRAPField of work: Applied PhysicsWhat we offerA 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.About usAt CERN, the European Organization for Nuclear Research, physicists and engineers are probing the fundamental structure of the universe. Using the world's largest and most complex scientific instruments, they study the basic constituents of matter - fundamental particles that are made to collide together at close to the speed of light. The process gives physicists clues about how particles interact and provides insights into the fundamental laws of nature. Find out more on Website are on a Quest. A Journey into discovery like no other. Bring your expertise to our unique work and develop your knowledge and skills at pace. Join world-class subject matter experts on unique projects, in a Quest for greater knowledge and deeper understanding.Begin your CERN Quest. Take Part!Diversity has been an integral part of CERN's mission since its foundation and is an established value of the Organization. Employing a diverse workforce is central to our success. #J-18808-Ljbffr