Organisation/Company: Universite de Montpellier
Department: Human Resources
Research Field: Computer science » Programming, Computer science » Informatics, Computer science » Other
Researcher Profile: Recognised Researcher (R2)
Positions: PhD Positions
Country: France
Application Deadline: 5 Dec 2024 - 23:59 (Europe/Paris)
Type of Contract: Temporary
Job Status: Full-time
Is the job funded through the EU Research Framework Programme? Horizon Europe
Is the Job related to staff position within a Research Infrastructure? No
Offer Description - Work environment: The researcher will be hosted at LIRMM and will have access to a laptop and to a compute server. Most of the model training will be done on Jean Zay or equivalent platforms.
- Main mission: In this project, our aim is to develop approaches and methods that facilitate the analysis of data on pollutants impacting the environment and water resources. Our focus is particularly on analyzing data at national and European levels regarding Perfluoroalkyl and Polyfluoroalkyl Substances (PFAS). PFAS comprise a large family of over four thousand chemical compounds, commonly found in numerous everyday consumer products. However, due to their persistence in the environment and toxicity, some PFAS have raised concerns among toxicologists and ecotoxicologists. These compounds are now detectable in the blood and certain organs of both wild and domestic animals globally, as well as in human blood and organs.
- Postdoctoral research focus: The postdoctoral research will focus on the development of data analysis, approaches for anomaly detection, predictive models, correlation analysis of PFAS, contaminants, and identification of contamination clusters.
- Activities: Modeling using machine learning (supervised and/or unsupervised methods), training of machine learning models, visualization.
Where to apply E-mail: ******
Requirements Research Field: Computer science
Education Level: PhD or equivalent
Skills/Qualifications:
Programming (mostly Python)
Machine learning and deep learning
Big data
Data visualization
Specific Requirements:
- PhD required in: computer science
Additional Information Work Location(s) Number of offers available: 1
Company/Institute: Laboratoire d'Informatique, de Robotique et de Microélectronique de Montpellier (LIRMM)
Country: France
City: Montpellier
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