PhD in Machine Learning for Quantum Systems

Job title:

PhD in Machine Learning for Quantum Systems

Company:

Leiden University

Job description

Job descriptionThe Faculty of Science and the Leiden Institute of Advanced Computer Science (LIACS) are looking for candidates for a:PhD in Machine Learning for Quantum Systems (1.0 FTE)
We are looking for Ph.D. candidates interested in research at the intersection of machine learning (ML) and quantum many-body physics.The successful candidate will work with Dr. Anna Dawid on developing new ML approaches to challenging quantum problems, with a strong focus on making these approaches interpretable, reliable, and scalable. In this position, you will learn about state-of-the-art deep learning solutions as well as the challenges of building and working with quantum platforms such as ultracold Rydberg quantum simulators. You will be given an increasing amount of scientific freedom supported by structured mentoring that includes career development plans guided by your plans after the PhD. The starting date is flexible, the latest in October 2025.The position is set in the exciting, friendly, and interdisciplinary environment of the aQa (applied quantum algorithms) group, which is a team of faculty, postdoctoral researchers, and students across the Leiden Institute for Advanced Computer Science (LIACS), the Leiden Institute of Physics (LION), the Leiden Institute for Chemistry (LIC), and the Leiden Mathematical Institute (MI) at the Leiden University.Key responsibilities

• Conducting research on applications of (interpretable, reliable, and scalable) ML in quantum sciences with scientific integrity and rigor under the supervision of Dr. Anna Dawid.
• Assisting in relevant teaching activities.
• Actively participating in regular group and one-on-one meetings.
• Co-supervising Bachelor or Master students.
• Presenting your research results to the scientific community at international conferences and through publications.

Selection criteria

• Master’s degree in physics, computer science, or a closely related field.
• Strong interest in ML and motivation to make it interpretable and reliable.
• Knowledge of quantum physics and numerical methods for quantum systems is preferred.
• Good programming skills in Python. Familiarity with PyTorch or Tensorflow is a bonus.
• Proficient in spoken and written English.
• A team player who can communicate well also across scientific fields and teams.
• Highly motivated and organized self-starter with an open mindset.

Research at our faculty
The Faculty of Science is a world-class faculty where staff and students work together in a dynamic international environment. It is a faculty where personal and academic development are top priorities. Our people are committed to expand fundamental knowledge by curiosity and to look beyond the borders of their own discipline; their aim is to benefit science, and to make a contribution to addressing the major societal challenges of the future.The research carried out at the Faculty of Science is very diverse, ranging from mathematics, information science, astronomy, physics, chemistry and bio-pharmaceutical sciences to biology and environmental sciences. The research activities are organised in eight institutes. These institutes offer eight bachelor’s and twelve master’s programmes. The faculty has grown strongly in recent years and now has more than 2.300 staff and almost 5,000 students. We are located at the heart of Leiden’s Bio Science Park, one of Europe’s biggest science parks, where university and business life come together. For more information, seeThe Leiden Institute of Advanced Computer Science (LIACS) is the Artificial Intelligence and Computer Science Institute in the Faculty of Science of Leiden University. We offer courses at the Bachelor and Master of Science level in Artificial Intelligence, Computer Science, ICT in Business, Media Technology, and Bioinformatics. According to an independent research visitation, we are one of the foremost computer science departments of the Netherlands. We strive for excellence in a caring institute, where excellence, fun, and diversity go hand in hand. We offer a clear and inviting career path to young and talented scientists with the ambition to grow. For more information about LIACS, see

Terms and conditions
We offer a full-time four-year term position for initially one year. After a positive evaluation of the progress of the thesis, personal capabilities and compatibility the appointment will be extended by a further three years. Salary ranges from € 2.872,- to € 3.670,- gross per month (pay scale P in accordance with the Collective Labour Agreement for Dutch Universities).Leiden University offers an attractive benefits package with additional holiday (8%) and end-of-year bonuses (8.3%), training and career development, and sabbatical leave. Our individual choices model gives you some freedom to assemble your own set of terms and conditions. Candidates from outside the Netherlands may be eligible for a substantial tax break.All our PhD students are embedded in the Leiden University Graduate School of Science .Our graduate school offers several PhD training courses at three levels: professional courses, skills training and personal effectiveness. In addition, advanced courses to deepen scientific knowledge are offered by the research school.D&I statement
Diversity and inclusion are core values of Leiden University. Leiden University is committed to becoming an inclusive community that enables all students and staff to feel valued and respected and to develop their full potential. Diversity in experiences and perspectives enriches our teaching and strengthens our research. High-quality teaching and research are inclusive.Information
Inquiries about the research area and position details can be made to Dr. Anna Dawid ( ). If you have any questions about the procedure, please sent an email email to: .Applications
Please submit your application online via the blue button in the vacancy. Please ensure that you upload the following additional documents quoting the vacancy number:

• A CV that lists at least two scientists who agreed to be contacted for reference letters,
• A short motivation letter (1 page),
• Optionally, a short research statement (1 page) describing your research projects so far and what research project you would be interested in doing during your PhD.

For full consideration, please apply no later than 24 November 2024. The selection procedure will take place in November/December 2024, and selected candidates may be invited for an interview during this period.

Expected salary

€2872 – 3670 per month

Location

Leiden, Zuid-Holland

Job date

Thu, 24 Oct 2024 22:28:57 GMT

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