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EURAXESS

Machine Learning and Climate Extreme Postdoc (M/F)

CNRS - National Center for Scientific Research The Human Resources Strategy for Researchers
7 Feb 2024

Job Information

Organisation/Company
CNRS
Department
Institut Pierre-Simon Laplace
Research Field
Environmental science
Environmental science » Earth science
Environmental science » Global change
Researcher Profile
First Stage Researcher (R1)
Country
France
Application Deadline
Type of Contract
Temporary
Job Status
Full-time
Hours Per Week
35
Offer Starting Date
Is the job funded through the EU Research Framework Programme?
H2020
Is the Job related to staff position within a Research Infrastructure?
No

Offer Description

To develop statistical approaches for multivariate Climate Extremes modelling.
To identify and exploit applications of Machine Learning to extreme values.

To produce scientific material (papers/articles, conferences, seminars…)
To produce algorithms useful for the team and beyond.

The position is funded by the XAIDA project (eXtreme events: Artificial Intelligence for Detection and Attribution), which aims to better evaluate and predict the influence of climate change on extreme weather phenomena using new artificial intelligence methods. The position is a full-time fixed-term contract within the ESTIMR team at LSCE.

Requirements

Research Field
Environmental science
Education Level
PhD or equivalent
Research Field
Environmental science
Education Level
PhD or equivalent
Research Field
Environmental science
Education Level
PhD or equivalent
Languages
FRENCH
Level
Basic
Research Field
Environmental science
Years of Research Experience
None
Research Field
Environmental science » Earth science
Years of Research Experience
None
Research Field
Environmental science » Global change
Years of Research Experience
None

Additional Information

Eligibility criteria

PhD.
Statistics skills, especially in extreme values theory and Machine Learning.
Mastering English is compulsory.
Mastering Python and R required.

Website for additional job details

Work Location(s)

Number of offers available
1
Company/Institute
Institut Pierre-Simon Laplace
Country
France
City
GIF SUR YVETTE
Geofield

Contact

City
GIF SUR YVETTE
Website