PhD Candidate for Algorithmic Foundations of Complex Learning Systems

Updated: 2 months ago
Deadline: 29 Sep 2022

PhD Candidate for Algorithmic Foundations of Complex Learning Systems
PhD Candidate for Algorithmic Foundations of Complex Learning Systems
Published Deadline Location
23 Sep 29 Sep Nijmegen

Job description
Are you an aspiring researcher and do you want to develop and validate math and models under the supervision of expert staff in machine learning? Then you have a part to play as a PhD candidate. Join a lively, international and interactive group of researchers where you can become an expert in your field and put your ideas to the test with our excellent facilities.
Do you want to be responsible for the development and validation of maths and models under the supervision of expert staff in machine learning? Then we invite you to apply for a PhD position on 'the algorithmic foundations of complex learning systems with focus on game theoretical multi-agent mechanisms'. This project is embedded within the European Laboratory for Learning and Intelligent systems (ELLIS) Unit in Radboud AI. You will be part of the Nijmegen ELLIS unit support.
You will be responsible for innovating and creating state-of-the-art algorithms in complex systems such as reinforcement learning with an emphasis on multi-agent interactions. This will also entail creating production level research code in Python and C++, and generating an open-source knowledge base. Knowledge dissemination is an integral part, and you are expected to both publish extensively as well as give invited seminar talks and general-purpose content such as blogs.
Specifications
  • €2541—€3247 per month
  • Nijmegen View on Google Maps

Radboud University


Requirements
  • You should have exceptional mathematical skills and a deep understanding of game theory with an emphasis on voting games, deep learning, machine learning, and algorithmic foundations.
  • You will be expected to have a strong background in scientific programming, experience with open-source code practices with a proven code base, and a track record of publications in the above-mentioned fields.
  • You should also have experience in mentoring and guiding other students as well as in collaborative work.
  • You are our ideal candidate when you also have a proven track record of conducting research in international environments.

Conditions of employment

Fixed-term contract: You will be employed for an initial period of 18 months, after which your performance will be evaluated. If the evaluation is positive, the contract will be extended by 2.5 years (4 year contract).

  • It concerns an employment for 1.0 FTE.
  • The gross starting salary amounts to €2,443 per month based on a 38-hour working week, and will increase to €3,122 in the fourth year ( (salary scale P ).
  • You will receive 8% holiday allowance and 8.3% end-of-year bonus.
  • It concerns a temporary employment for You will be employed for an initial period of 18 months, after which your performance will be evaluated. If the evaluation is positive, the contract will be extended by 2.5 years (4 year contract).
  • You will be able to use our Dual Career and Family Care Services . Our Dual Career and Family Care Officer can assist you with family-related support, help your partner or spouse prepare for the local labour market, provide customized support in their search for employment and help your family settle in Nijmegen.
  • Working for us means getting extra days off. In case of full-time employment, you can choose between 30 or 41 days of annual leave instead of the legally allotted 20.
Work and science require good employment practices. This is reflected in Radboud University's primary and secondary employment conditions . You can make arrangements for the best possible work-life balance with flexible working hours, various leave arrangements and working from home. You are also able to compose part of your employment conditions yourself, for example, exchange income for extra leave days and receive a reimbursement for your sports subscription. And of course, we offer a good pension plan. You are given plenty of room and responsibility to develop your talents and realise your ambitions. Therefore, we provide various training and development schemes.
Employer
The Donders Institute for Brain, Cognition and Behaviour is a world-class interfaculty research centre that houses more than 700 researchers devoted to understanding the mechanistic underpinnings of the human mind. Research at the Donders Institute is focused around four themes: 1. Language and communication, 2. Perception, action and control, 3. Plasticity and memory, 4. Neural computation and neurotechnology. Excellent, state-of-the-art research facilities are available for the broad range of neuroscience research that is being conducted at the Donders Institute. The Donders Institute has been assessed by an international evaluation committee as 'excellent' and recognised as a 'very stimulating environment for top researchers, as well as for young talent'. The Donders Institute fosters a collaborative, multidisciplinary, supportive research environment with a diverse international staff. English is the lingua franca at the Institute.

Radboud University

We want to get the best out of science, others and ourselves. Why? Because this is what the world around us desperately needs. Leading research and education make an indispensable contribution to a healthy, free world with equal opportunities for all. This is what unites the more than 24,000 students and 5,600 employees at Radboud University. And this requires even more talent, collaboration and lifelong learning. You have a part to play!
Additional information
For questions about the position, please contact Tal Kachman, Assistant Professor at Tal.kachman@donders.ru.nl .
Radboud University

We want to get the best out of science, others and ourselves. Why? Because this is what the world around us desperately needs. Leading research and education make an indispensable contribution to a healthy, free world with equal opportunities for all.


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Application procedure
You can apply until 29 September 2022, exclusively using the button below. Kindly address your application to Tal Kachman. Please fill in the application form and attach the following documents:
  • A letter of motivation.
  • Your CV.
The first round of interviews will take place on Monday 3 October. You would preferably begin employment as soon as possible.
We can imagine you're curious about our application procedure . It offers a rough outline of what you can expect during the application process, how we handle your personal data and how we deal with internal and external candidates.
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