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Postdoctoral Research Position (f/m/d) for The Center for Humans and Machines
Published(33 days ago)
Max Planck Institute for Human DevelopmentBerlin
The Center for Humans and Machines, Max Planck Institute for Human Development, is seeking applications for a
Postdoctoral Research Position
(E 13 TVöD; 39 hours/week)
Funding for the postdoctoral position is available for two years, with possibility of extension for a third year. The position is available from February 1, 2020, or later.
The successful candidate will work under the direct supervision of Dr. Cebrian (Machine culture group) and Dr. Pescetelli (Hybrid collective intelligence group).
Long-term supervision and strategic advice will be provided by the Center's director Dr. Rahwan.
The project aims to quantify the impact of digital technologies on human social learning. The post-doctoral researcher will need to analyse large datasets collected
online to discern macroscopic patterns in human behavior, using computational and data mining skills.
The successful candidate will have no formal teaching
requirements. The project is part of the Center for Humans and Machines (director: Iyad Rahwan) at the Max Planck Institute for Human Development (MPIB) in Berlin.
The successful candidate will work in a multidisciplinary team with a clear scientific question, to produce high impact publications in top journals.
We are searching for a postdoc with a strong interest and established expertise in data science and pattern recognition. The successful applicant must be comfortable
working with large multidimensional datasets and complex statistical models. The position is open to candidates holding a doctoral degree in either physics, computer
science or in a related field.
The successful applicant needs to possess:
Outstanding experience in data science and/or pattern recognition, as demonstrated by a track record of publications in top scientific journals or conferences.
Expertise with data mining skill set, including (but not limited to) feature extraction, clustering, dimensionality reduction, and statistical modeling
Experience working with parallel computing and large amounts of data
Ability to apply information theory to practical problems
Ability to draw causal conclusions from observational data
Ability to work independently and creatively
Willingness to work in a multidisciplinary and fast-paced environment
High proficiency in English
Proficiency also in one (or more) of the following skills will be advantageous to the successful applicant:
Experience in Bayesian statistics and Bayesian networks
Experience in path analysis and mediation
Experience in phylogenetic models
Experience in machine learning and reinforcement learning
The Max Planck Society strives for gender and diversity equality. We welcome applications from all backgrounds.
The Max Planck Society is committed to increasing the number of individuals with disabilities in its workforce and therefore encourages applications from such qualified individuals.
To apply, please send (as ONE FILE and via email, with the sentence "Postdoc application in Data mining" in the subject line) a statement of
research interests, a CV, a copy of relevant certificates, (p)reprints of two publications, and a list of two references to Prof. Dr. Iyad Rahwan,
MPI for Human Development, Lentzeallee 94, 14195 Berlin (firstname.lastname@example.org). We are kindly asking you to submit your application without a photo.
Receiving of applications will continue until the position is filled and evaluation of applicants will start on a first-come-first-serve basis.
The data protection declaration for the processing of personal data within the scope of your application can be found here:
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