Rechercher une Offre d'emploi
Researcher - Internship 6 months
Société : CGG SALieu : Essonne (Île-de-France)
Présentation de l'entreprise
Viridien (www.viridiengroup.com) is an advanced technology, digital and Earth data company that pushes the boundaries of science for a more prosperous and sustainable future. With our ingenuity, drive and deep curiosity we discover new insights, innovations, and solutions that efficiently and responsibly resolve complex natural resource, digital, energy transition and infrastructure challenges.
Descriptif du poste
Société : CGG SACatégorie : Stage
Activité : Energie / Pétrole / Gaz / Nucléaire
Filiere : Marketing
Metier : Chargé des études
Lieu : Essonne (Île-de-France)
Mission
Job DetailsThis role is for physicists, mathematicians, computer scientists and machine-learning scientists in their last year of Master-level degree, who are looking for a six-month internship where they can put their theoretical knowledge and problem-solving skills to develop/test/improve the methods oriented to real Earth imaging problem.
What will you learn?
The world beneath our feet is incredibly complex. It is also the source of natural resources fundamental to the functioning of our society. In Viridien, we use knowledge of signal processing, wave propagation, numerical optimization and AI to develop and test high-end algorithms, sequences, or workflows with predefined geophysical or engineering content for our clients.
During your internship, you will be working in the subsurface imaging R&D team, in close collaboration with our software and production departments, to meet their demands and industry trends.
You will have the opportunity to engage in cutting-edge research on reservoir-oriented full-waveform inversion (FWI). In Viridien, FWI has been widely used for velocity model building and seismic imaging in complex geological contexts around the world to accurately construct highly detailed, data-driven physical medium parameters of subsurface. Until recently, most FWI industrial applications have relied on acoustic-approximation-based modeling to reduce computational costs. A step forward from acoustic modeling to elastic modeling allows FWI to interpret elastic phenomena in the seismic data.
This approach not only enhances P-wave-based velocity model building and seismic imaging beneath complex overburdens, but also provides an additional S-wave velocity model, which is highly valuable for distinguishing fluid types (water, oil, and gas) and monitoring fluid movements during hydrocarbon reservoir characterization.
During this internship, you will investigate the potential of using neural networks to incorporate petrophysical information for guiding full-waveform inversion (FWI) from both methodology and development perspectives. The main objectives are as follows:
* Develop a neural network model to map petrophysical parameters (porosity, lithology, saturation) to elastic parameters (Vp, Vs, density, …)
* Integrate the neural network mapping into the FWI framework, allowing the inversion to be guided by petrophysical information
Qualifications
* Last year of Masters degree in any of the following disciplines: Mathematics, Physics, Computer science, Artificial intelligence, Data science, Natural Sciences with a Mathematics/Physics specialization.
Key Skills And Experiences
* Solid understanding of machine learning algorithms and neural network architecture
* Excellent coding skills with one or more programming languages, such as Python, C/C++, CUDA, FORTRAN
* Exceptional analytical and problem-solving skills
* Knowledge of basic geophysical and wave-propagation modeling concepts is preferred but not mandatory
* Highly motivated and eager to learn
* Fluent English (read, written, spoken)
Additional Information
* Location : The role is based in Massy, a town in the greater Parisian region of France.
* Contract type : Internship
* Duration : 6 months
* Starting date : From March 2026
We see things differently. Diversity fuels our innovation, we value the unique ways in which we differ, and we are committed to equal employment opportunities for all professionals.
Profil recherché
We see things differently. Diversity fuels our innovation, we value the unique ways in which we differ, and we are committed to equal employment opportunities for all professionals.CLIQUER ICI POUR POSTULER