E-2413 - Researcher in Crop Modelling

il y a 2 semaines

Luxembourg, Luxembourg Springer Nature Temps plein

E RESEARCHER IN CROP MODELLING:

  • Employer
  • Luxembourg Institute of Science and Technology (LIST)
  • Location
  • Luxembourg
  • Salary
  • Annually
  • Closing date 22 Jun 2024
  • Discipline
Earth Science
Job Type
Postdoctoral
Employment - Hours
Full time
Duration
Fixed term
Qualification
PhD
Sector
Academia- You need to sign in or create an account to a job.

Are you passionate about research? So are we Come and join us

The Luxembourg Institute of Science and Technology (LIST) is a Research and Technology Organization (RTO) active in the fields of materials, environment and IT.

By transforming scientific knowledge into technologies, smart data and tools, LIST empowers citizens in their choices, public authorities in their decisions and businesses in their strategies.

Discover our Environmental Research and Innovation department: ERIN Department

How will you contribute?

You will be involved in the framework of the HERITAGE (High-resolution crop yield forecast based on Earth Observations, machine learning, and crop modelling) project funded by the Luxembourg National Research Fund (FNR).


The project targets the development of a prototyped forecasting tool that leverages efficient machine learning techniques, cutting-edge advancements in Earth Observations (EOs), and process-based crop modelling.

The envisioned forecasting system will adopt a modular and scalable approach, enabling the easy integration of multiple EO data streams and serving, in the longer term, to a wider range of both fine


To address this challenge, the HERITAGE project will make joint use of the most recent version of the Community Terrestrial Systems Model (CTSM), multiple EO data sets, and national/regional crop yield statistics.


You will be incorporated in the Remote Sensing and Natural Resources Modelling (REMOTE) group of the Environmental Sensing and Modelling (ENVISION) RDI unit and will closely collaborate with the project's private partner operating the Data Centre of the Luxembourg Space Agency and with the national HPC organization in charge of the long-term operation of Luxembourg's supercomputer MeluXina.

You will play a central role in the project and its outputs.

Your main mission is to improve the physiological parameterization of the crop module of CTSM, to develop a framework to perform a robust uncertainty analysis, and to generate a dataset that will be used to train a machine learning algorithm.

To address these challenging tasks, you will be asked to explore the use of advanced statistical (e.g., perturbed parameter ensemble) and machine learning (e.g., neural networks emulator) techniques.


Education:

PhD degree in Environmental Science, Crop Science, or similar disciplines

Experience and skills:

Technical Skills:
Crop modelling, High Performance Computing, Advanced Statistics and Machine Learning Techniques. Seniority needed of 2 years of Post-Doc experience.

MUST HAVE

  • Proven previous experience in crop modelling and/or Land Surface Models.
  • Proven knowledge of model calibration and uncertainty assessment
  • Knowledge of machine learning techniques
  • High proficiency in highlevel scripting languages (e.g., Python)
  • Proven previous experience in developing workflows in HPC environment.
  • Experience in manipulating and analysing Earth Observation data

NICE TO HAVE

  • Experience with CTSM land surface model
  • Knowledge of postprocessing techniques of weather forecast products

Language skills

  • Flawless knowledge of English (both spoken and written) is required.
  • Knowledge of German and/or French and/or Luxembourgish is considered as an asset.

Your LIST benefits

  • An organization with a passion for impact and strong RDI partnerships in Luxembourg and Europe that works on responsible and independent research projects
  • Sustainable by design, empowering our belief that we play an essential role in paving the way to a green society
  • Innovative infrastructures and exceptional labs occupying more than 5,000 square metres, including innovations in all that we do
  • An environment encouraging curiosity, innovation and entrepreneurship in all areas
  • Personalized learning programme to foster our staff's soft and technical skills
  • Multicultural and international work environment with more than 50 nationalities represented in our workforce
  • Diverse and inclusive work environment empowering our people to fulfil their personal and professional ambitions
  • Genderfriendly environment with multiple actions to attract, develop and retain women in science
  • 32 days' paid annual leave, 11 public holidays, 13month salary, statutory health insurance
  • Flexible working hours, home working policy and access to lunch vouchers
  • A motivation letter oriented towards the position and detailing your experience
  • A scientific CV with contact details
  • List of publications (and patents, if applicable)
  • Contact details of 2 references

Application procedure and conditions

  • A

  • Postdoctoral Researcher in Modelling Amyloid Self

    il y a 2 semaines

    Luxembourg, Luxembourg Université du Luxembourg Temps plein

    TheUniversity of Luxembourg is an international research university with a distinctly multilingual and interdisciplinary character. The University was founded in 2003 and counts more than 6,700 students and more than 2,000 employees from around the world. The University's faculties and interdisciplinary centres focus on research in the areas of Computer...

  • Postdoctoral Researcher in Modelling Amyloid Self

    il y a 2 semaines

    Luxembourg, Luxembourg University of Luxembourg Temps plein

    The University | About us...TheUniversity of Luxembourg is an international research university with a distinctly multilingual and interdisciplinary character. The University was founded in 2003 and counts more than 6,700 students and more than 2,000 employees from around the world. The University's faculties and interdisciplinary centres focus on research...

  • M-2421 Researcher Process Modelling of Reactive

    il y a 2 semaines

    Luxembourg, Luxembourg Springer Nature Temps plein

    M-2421 RESEARCHER PROCESS MODELLING OF REACTIVE THERMOPLASTIC FLOW & CURE OF THICK WOUND COMPOSITE:EmployerLuxembourg Institute of Science and Technology (LIST)LocationLuxembourgSalaryAnnuallyClosing date23 Jun 2024Discipline Engineering Job Type Engineer Employment - Hours Full time Duration Fixed term Qualification PhD Sector Academia- You need to sign in...

  • M-2469 - Post Doc in Modelling, Simulation, and

    il y a 2 semaines

    Luxembourg, Luxembourg Springer Nature Temps plein

    M POST DOC IN MODELLING, SIMULATION, AND DESIGN FOR OPTIMAL PULTRUSION PROCESS:EmployerLuxembourg Institute of Science and Technology (LIST)LocationLuxembourgSalaryBASED ON EXPERIENCEClosing date10 Jun 2024Discipline Computing, Engineering, Mathematics Job Type Postdoctoral Employment - Hours Full time Duration Fixed term Qualification PhD Sector Government-...

  • Research Associate in Optical-wireless

    il y a 2 semaines

    Luxembourg, Luxembourg University of Luxembourg Temps plein

    About the SnT... SnT is a leading international research and innovation centre** in secure, reliable and trustworthy ICT systems and services. We play an instrumental role in Luxembourg by fueling innovation through research partnerships with industry, boosting R&D investments leading to economic growth, and attracting highly qualified talent.We're looking...

  • Research Associate in Optical-wireless

    il y a 2 semaines

    Luxembourg, Luxembourg Université du Luxembourg Temps plein

    SnT is a leading international research and innovation centre in secure, reliable and trustworthy ICT systems and services. We play an instrumental role in Luxembourg by fueling innovation through research partnerships with industry, boosting R&D investments leading to economic growth, and attracting highly qualified talent.We're looking for people driven by...

  • Postdoctoral Researcher in Neurodegeneration

    il y a 2 semaines

    Luxembourg, Luxembourg Springer Nature Temps plein

    Postdoctoral researcher in Neurodegeneration: Employer LCSB Luxembourg Centre for Systems Biomedicine Location Luxembourg Salary Negotiable Closing date 4 Jun 2024 Discipline Engineering Job Type Postdoctoral Employment - Hours Full time Duration Fixed term Qualification PhD Sector Academia- You need to sign in or create an account to a job. Job Details...

  • Doctoral Researcher in Psychology

    il y a 2 semaines

    Luxembourg, Luxembourg Université du Luxembourg Temps plein

    The University of Luxembourg is an international research university with a distinctly multilingual and interdisciplinary character. The University was founded in 2003 and counts more than 6,700 students and more than 2,000 employees from around the world. The University's faculties and interdisciplinary centres focus on research in the areas of Computer...

  • Doctoral Researcher in Marketing Analysis

    il y a 2 semaines

    Luxembourg, Luxembourg Université du Luxembourg Temps plein

    Your Role:The doctoral researcher will benefit from being part of a large research group comprising several PhDs and Postdoctoral Researchers working on related topics in economics and management. Being part of the team will allow the doctoral researcher to enhance his/her knowledge-base and experience, will strengthen her/his academic profile, but also give...

  • Postdoctoral Researcher in Brain Organoids

    il y a 2 semaines

    Luxembourg, Luxembourg Springer Nature Temps plein

    Postdoctoral researcher in Brain Organoids Technologies:EmployerLCSB Luxembourg Centre for Systems BiomedicineLocationLuxembourgSalaryNegotiableClosing date11 Jun 2024Discipline Biomedicine, Health Science, Life Science Job Type Bioinformatician, Engineer, Postdoctoral Employment - Hours Full time Duration Fixed term Qualification PhD Sector Academia- You...

  • M-2480 Researcher in Processing Optimisation

    il y a 2 semaines

    Luxembourg, Luxembourg Springer Nature Temps plein

    M-2480 RESEARCHER IN PROCESSING OPTIMISATION SUSTAINABLE VITRIMER SANDWICH COMPOSITE:EmployerLuxembourg Institute of Science and Technology (LIST)LocationLuxembourgSalaryAnnuallyClosing date23 Jun 2024Discipline Engineering Job Type Postdoctoral Employment - Hours Full time Duration Fixed term Qualification PhD Sector Academia- You need to sign in or create...

  • Postdoctoral Researcher in Entrepreneurship

    il y a 2 semaines

    Luxembourg, Luxembourg Université du Luxembourg Temps plein

    The Department of Economics and Management of the Faculty of Law, Economics and Finance of the University of Luxembourg is looking for a Postdoctoral researcher to conduct research in Entrepreneurship and Sustainability.Your Role:The Postdoctoral researcher will be working under the supervision of Professor Mickaël Géraudel, within the Chair...

  • Research Associate in Optical Communication

    il y a 2 semaines

    Luxembourg, Luxembourg Université du Luxembourg Temps plein

    SnT is a leading international research and innovation centre in secure, reliable and trustworthy ICT systems and services. We play an instrumental role in Luxembourg by fueling innovation through research partnerships with industry, boosting R&D investments leading to economic growth, and attracting highly qualified talent.We're looking for people driven by...

  • Postdoctoral researcher in Brain Organoids Technologies

    Il y a 3 mois

    Luxembourg, Luxembourg Université du Luxembourg Temps plein

    About us...The Luxembourg Centre for Systems Biomedicine (LCSB) is an interdisciplinary research centre of the University of Luxembourg. We conduct fundamental and translational research in the field of Systems Biology and Biomedicine - in the lab, in the clinic and in silico. We focus on neurodegenerative processes and are especially interested in...

  • Postdoctoral researcher in Brain Organoids Technologies

    il y a 4 semaines

    Luxembourg, Luxembourg Université du Luxembourg Temps plein

    About us...The Luxembourg Centre for Systems Biomedicine (LCSB) is an interdisciplinary research centre of the University of Luxembourg. We conduct fundamental and translational research in the field of Systems Biology and Biomedicine - in the lab, in the clinic and in silico. We focus on neurodegenerative processes and are especially interested in...

  • Postdoctoral Researcher in Computer Science

    il y a 2 semaines

    Luxembourg, Luxembourg Université du Luxembourg Temps plein

    The University of Luxembourg is an international research university with a distinctly multilingual and interdisciplinary character. The University was founded in 2003 and counts more than 6,700 students and more than 2,000 employees from around the world. The University's faculties and interdisciplinary centres focus on research in the areas of Computer...

  • Doctoral Researcher in Psychology

    il y a 2 semaines

    Luxembourg, Luxembourg Université du Luxembourg Temps plein

    The University of Luxembourg is an international research university with a distinctly multilingual and interdisciplinary character. The University was founded in 2003 and counts more than 6,700 students and more than 2,000 employees from around the world. The University's faculties and interdisciplinary centres focus on research in the areas of Computer...

  • Research Associate in Innovation Strategy and

    il y a 2 semaines

    Luxembourg, Luxembourg Université du Luxembourg Temps plein

    SnT is a leading international research and innovation centre in secure, reliable and trustworthy ICT systems and services. We play an instrumental role in Luxembourg by fueling innovation through research partnerships with industry, boosting R&D investments leading to economic growth, and attracting highly qualified talent.The research group focuses on...

  • Postdoctoral Researcher in Computational Fluid

    il y a 2 semaines

    Luxembourg, Luxembourg Université du Luxembourg Temps plein

    The University of Luxembourg (UL) is a multilingual, international, and strongly research focused institution. The UL provides a dynamic and personal atmosphere for students and researchers to conduct its daily activities successfully. The Department of Engineering (DoE) is embedded within the Faculty of Sciences, Technology and Medicine (FSTM) and is an...

  • Process Modelling

    il y a 2 semaines

    Luxembourg, Luxembourg BlackRidge Group Temps plein

    **Job Information**:Work Experience- 5+ yearsIndustry- TechnologyContact Number City- LuxembourgCountry- LuxembourgProvince- Luxembourg (fr)Postal Code- L-1616**PROCESS MODELLING / PROCESS DESIGN CONSULTANT (H/F)**Blackridge Group recrute pour un de ses clients historique un(e) Process Modelling / Process Design Consultant(e).**Vos missions**:- Assistance...