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11/01/2021
The Human Resources Strategy for Researchers

Postdoc position - Image and signal processing of seismological data

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  • ORGANISATION/COMPANY
    Université Libre de Bruxelles (ULB)
  • RESEARCH FIELD
    Computer science
    Engineering
    Geosciences
    Information science
  • RESEARCHER PROFILE
    Established Researcher (R3)
    Recognised Researcher (R2)
  • APPLICATION DEADLINE
    28/02/2021 20:00 - Europe/Brussels
  • LOCATION
    Belgium › Brussels
  • TYPE OF CONTRACT
    Temporary
  • JOB STATUS
    Full-time
  • HOURS PER WEEK
    38
  • OFFER STARTING DATE
    01/02/2021

OFFER DESCRIPTION

With this project, we propose to bring century-old analog seismic data and metadata compliant with modern standards by bridging two domains of expertise, namely seismology and machine learning.

The goal of the project is to develop methodologies to make pre-digital seismic (i.e. scanned seismogram images) data compliant with FAIR principles( Findability, Accessibility, Interoperability, and Reuse of digital assets) which are the core of modern community standards. This data and metadata, once discoverable and usable, are the only source of independent observations available to atmosphere-ocean-solid earth coupling modellers to study the ocean climate using the seismic waves they generate during the pre-satellite period.

The project is done in collaboration with the Royal Observatory of Belgium.

More Information

Additional Information

Benefits

Postdoc Fellowship

  • EU Citizens and citizens from countries that have a bilateral social security agreement with Belgium: social security coverage including medical insurance, unemployment benefit, retirement pension, maternity leave and child benefit.
  • Non-EU Citizens from countries that have no bilateral social security agreement with Belgium: social security coverage including medical insurance, maternity leave and child benefit.
  • Insurance against accidents in the workplace.
  • Tax exemption.
  • Low-cost private hospitalization insurance.
  • On-site services at the ULB: medical centre, university hospital, sports centre, subsidized restaurants, cultural centre, crèche, activities for children…

ULB Contract

  • Social security coverage including medical insurance, unemployment benefit, retirement pension, maternity leave and child benefit.
  • Insurance against accidents in the workplace.
  • Low-cost private hospitalization insurance.
  • On-site services at the ULB: medical centre, university hospital, sports centre, subsidized restaurants, cultural centre, crèche, activities for children…
     

Eligibility criteria

Eligible candidates may be of any nationality,

Selection process

The selection process is based on two steps:

  • Evaluation of the documents provided by the Applicant (including an example of published paper)
  • Interview of each candidate having the eligibility requisites (evaluated through the first step). The interviews will be organised remotely.

Requirements

Required Research Experiences

  • RESEARCH FIELD
    Computer science
  • YEARS OF RESEARCH EXPERIENCE
    1 - 4

Offer Requirements

  • REQUIRED EDUCATION LEVEL
    Computer science: PhD or equivalent
    Engineering: PhD or equivalent
  • REQUIRED LANGUAGES
    ENGLISH: Good
    FRENCH: Basic

Skills/Qualifications

  • A Phd in Engineering or Computer Sciences, with a focus on either image or signal processing (including deep-learning approaches)
  • A good programming skill (Python)
  • Demonstrated organisational skills
  • Demonstrated problem-solving abilities
  • The ability to work independently and as a member of a team (the project is a collaboration between several institutes)
  • English language is mandatory

Specific Requirements

  • Advance practice in Image processing
  • Experience in Deep neural network architecture implementation and usage
  • Image and signal processing
  • Data management and analysis
  • Data sharing
  • knowledge on seismology is an asset

 

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Work location(s)
1 position(s) available at
Université Libre de Bruxelles (ULB)
Belgium
Brussels
Brussels
1050
50 Avenue F.D. Roosevelt

EURAXESS offer ID: 593653

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