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Data-scientist candidate for CNRS permanent posi ... (No replies)
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We are seeking an outstanding data-scientist with a background in physics, chemistry, materials science, or informatics to apply for a permanent CNRS* researcher position at IRCER lab (Limoges, France). The candidate should hold a Ph.D. in one of the above-mentioned fields with, preferably, one or several years of research experience.
IRCER (www.ircer.fr) is a multidisciplinary lab working at the edge between materials science and
process engineering. Researchers at IRCER combine fundamental and applied approaches in order to understand, characterize, control, and model the different processes around ceramic materials.
The CNRS position is subject to a high-level national competition and is open without any origin/geographical restrictions.
The selected candidate will be guided to prepare a scientific project jointly with IRCER lab and will be presented to the CNRS recruitment committee. Depending on the candidate’s profile, the position will address at least one of the following research topics:
•Machine learning and scientific workflows for structure and property prediction of ceramic
materials
•N-dimensional scientific data processing/analysis with deep-learning (x-ray diffraction,
spectroscopies, ...)
•Process optimization using learning agents
The targeted position encompasses the following keywords:
•Artificial intelligence to emulate and/or accelerate numerical simulations and multi-source data
inversions/assimilations
•New multi-scale numerical modeling and simulation methods powered by large datasets
•Visual exploration of large data volumes, new 3D visualization methods, 4D
•Statistical data analysis within high dimensional spaces
•Processing/enhancing imperfect, incomplete or probabilistic data
•Automatic data standardization, verification, analysis and correction (quality and metric factors)
•Data sampling, aggregation and “smart” data reduction
•Development of tools for the interoperability of materials databases, scientific workflows and
molecular simulation programs
•New methods of engineering, optimization and dynamic evolution of scientific workflows.
Interested candidates are invited to send a detailed CV and full contact details of two references
supporting the application to [email protected] and [email protected]
APPLICATION DEADLINE: NOVEMBER 5th, 2021
*: National Center for Scientific Research (https://www.cnrs.fr/en)