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Are you passionate about AI and science? We are seeking 5 PhD candidates for our new AI4Science initiative, a multidisciplinary collaboration of various research institutes at the Faculty of Science of the University of Amsterdam (the Netherlands). Its aim is to analyze complex scientific data sets by applying data-driven techniques based on recent breakthroughs in machine learning, combined with model-driven approaches that can deal with the specifics of scientific data. It will start off with the following five research projects, each one dealing with the fundamental question of how to recognize and extract the scientifically important information from a large stream of noisy data:
The AI4Science Lab will be part of the Amsterdam Machine Learning Lab (AMLab), one of the larger groups within the Informatics Institute (IvI). Each project will be done in collaboration with experts from the respective scientific domain from various research institutes: the Anton Pannekoek Institute for Astronomy (API), the Van ‘t Hoff Institute for Molecular Sciences (HIMS), the Institute for Biodiversity and Ecosystem Dynamics (IBED), the Institute of Physics (IOP), the Swammerdam Institute for Life Sciences (SILS).
What are you going to do?
You are going to carry out the AI research and development in one of the five projects mentioned above, spending half of the time in the AI4Science lab and half of the time in the group of the domain-specific institute. Your daily supervisor within the AI4Science lab will be dr. Patrick Forré of AMLab. In addition, you will be co-supervised by a scientific expert from the relevant domain-specific institute. Each project also has two promotors, one from the Informatics Institute (prof. dr. Max Welling or dr. Joris Mooij) and one from the domain-specific institute. More details on the five research projects can be found on the AI4Science webpage.
Your tasks will be to:
What do we require?
Fixed-term contract: 4 years.
A temporary contract for 38 hours per week, preferably starting at 1 January 2020 for the duration of 48 months. Initial employment is 18 months and after a positive evaluation, the appointment will be extended further with 30 months and should lead to a dissertation (PhD thesis). You will get a customized Training and Supervision Plan, that will be evaluated every year.
The salary, depending on relevant experience before the beginning of the employment contract, will be €2.325 to €2.972 (scale P) gross per month, based on fulltime (38 hours a week), exclusive 8 % holiday allowance and 8.3 end-of-year bonus. A favorable tax agreement, the ‘30% ruling’, may apply to non-Dutch applicants. The Collective Labour Agreement of Dutch Universities is applicable.
Are you curious about our extensive package of secondary employment benefits like our excellent opportunities for study and development? Take a look here.
With over 5,000 employees, 30,000 students and a budget of more than 600 million euros, the University of Amsterdam (UvA) is an intellectual hub within the Netherlands. Teaching and research at the UvA are conducted within seven faculties: Humanities, Social and Behavioural Sciences, Economics and Business, Law, Science, Medicine and Dentistry. Housed on four city campuses in or near the heart of Amsterdam, where disciplines come together and interact, the faculties have close links with thousands of researchers and hundreds of institutions at home and abroad.
The UvA’s students and employees are independent thinkers, competent rebels who dare to question dogmas and aren’t satisfied with easy answers and standard solutions. To work at the UvA is to work in an independent, creative, innovative and international climate characterised by an open atmosphere and a genuine engagement with the city of Amsterdam and society.
The Faculty of Science has a student body of around 6,500, as well as 1,600 members of staff working in education, research or support services. Researchers and students at the Faculty of Science are fascinated by every aspect of how the world works, be it elementary particles, the birth of the universe or the functioning of the brain.
The AI4Science lab will be embedded within the Amsterdam Machine Learning Lab (AMLab), headed by prof. Max Welling, and one of the larger groups within the Informatics Institute (IvI). AMLab conducts research in the area of large scale modelling of complex data sources. This includes the development of new methods for probabilistic graphical models and nonparametric Bayesian models, the development of faster (approximate) inference and learning methods, deep learning, causal inference, reinforcement learning and multi-agent systems and the application of all of the above to large scale data domains in science and industry ('Big Data problems').
The following research institutes of the Faculty of Science are also involved in the AI4Science initiative.
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