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Postdoctoral Researcher in Machine Learning for Quantum Systems

Posted 3 Nov 2024
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Work experience
2 to 4 years
Full-time / part-time
Full-time
Job function
Salary
€3,345 - €5,278 per month
Degree level
Required languages
English (Fluent)
Dutch (Fluent)
Deadline
24 Nov 2024 00:00

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The Faculty of Science and the Leiden Institute of Advanced Computer Science (LIACS) are looking for candidates for a:

Postdoctoral Researcher in Machine Learning for

Quantum Systems (0.8-1.0 FTE)

We are looking for individuals with a curiosity-driven research record working at the intersection of machine learning (ML) and quantum many-body physics. We look for interest in developing interpretable, reliable, and scalable ML methods and applying them to quantum systems, such as ultracold quantum simulators.

In this position, you will be encouraged to identify and tackle important challenges in quantum simulators, taking advantage of existing collaborations with leading experimental groups. You may join (and lead) existing collaborations aiming at scalable and practical Hamiltonian learning and detecting quantum phases of matter and their order parameters in exotic systems. You will be given scientific freedom to shape your own research agenda at the intersection of ML and quantum systems and will be supported by structured mentoring that includes career development plans guided by your plans after the postdoc. The starting date is flexible, the latest in October 2025.

The successful candidate will work with Dr. Anna Dawid. 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 rigorous research at the intersection of ML and quantum physics.
  • Actively participating in regular group and one-on-one meetings.
  • Co-supervising Bachelor, Master, and PhD students.
  • Presenting your research results to the scientific community at international conferences and through publications.

Selection criteria

  • Ph.D. degree in physics, computer science, or a related field.
  • Good publication record in ML or quantum physics. A publication record in ML applied to scientific problems is a bonus.
  • Good programming skills in Python. Familiarity with PyTorch or Tensorflow is a bonus.
  • High proficiency in spoken and written English.
  • A team player who can communicate well also across scientific fields and teams.
  • A creative, curiosity-driven scientist 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 contribute 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.

The 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.

Terms and conditions

We offer a full-time three-year term position for initially one year. After a positive evaluation of the progress of the research, personal capabilities, and compatibility, the appointment will be extended by two more years. Salary rangesfrom € 3.345,- to € 5.278,- gross per month (pay scale 10 in accordance with the Collective Labour Agreement for Dutch Universities) and will be commensurate with the candidate’s level of experience.

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 www.universiteitleiden.nl/en/science/graduate-school-of-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.

De Universiteit Leiden is één van Europa’s meest vooraanstaande internationale onderzoeksuniversiteiten. De universiteit heeft zeven faculteiten in het alfa-, bèta- en gammadomein, is gevestigd in Leiden en Den Haag en heeft ruim 6.700 medewerkers en 29.520 studenten. Haar motto is Praesidium Libertatis – Bolwerk van Vrijheid.
Dankzij de bevlogen en betrokken medewerkers heeft de universiteit een leidende rol in wetenschappelijk onderzoek…


De Universiteit Leiden is één van Europa’s meest vooraanstaande internationale onderzoeksuniversiteiten. De universiteit heeft zeven faculteiten in het alfa-, bèta- en gammadomein, is gevestigd in Leiden en Den Haag en heeft ruim 6.700 medewerkers en 29.520 studenten. Haar motto is Praesidium Libertatis – Bolwerk van Vrijheid.
Dankzij de bevlogen en betrokken medewerkers heeft de universiteit een leidende rol in wetenschappelijk onderzoek en onderwijs en scoort Leiden elk jaar zeer goed in toonaangevende rankings. De lat ligt dan ook hoog. Ongeacht welk werk u aan onze universiteit doet, u wordt altijd aangemoedigd om uw horizon te verbreden, uw talenten te ontplooien en het maximale uit uzelf te halen.

Education
Leiden
6,700 employees