Scientist in Algorithms and High-Performance Computing (HPC) for Phase-Contrast Imaging

ESRF - The European Synchrotron; Grenoble; Sur place; EUR 65 000 - 90 000; Plein temps

Avantages offerts par ce poste

Relocation assistance

Competitive compensation

Résumé du poste

ESRF in Grenoble seeks a PhD-qualified scientist to advance reconstruction and image-processing methods for BM18 tomographic experiments. You will design scalable processing workflows for massive datasets and HPC infrastructure, and help stabilise and document reconstruction tools for routine and high-end use.

Working closely with beamline scientists, you will ensure algorithmic developments meet experimental needs and contribute to transferring methods to other ESRF tomography beamlines.

Qualifications

• PhD degree or equivalent in a relevant field.
• Strong experience in algorithm development, scientific computing or image processing.
• Experience with inverse problems or related areas is highly valued.
• Ability to work at the interface of experiments, data and computation.
• Proficient in English, working language at ESRF.

Responsabilités

• Developing and improving reconstruction and image-processing methods for advanced tomographic experiments at BM18.
• Designing and optimising scalable processing workflows for very large datasets and HPC infrastructure.
• Contributing to stabilisation, documentation and maintainability of reconstruction tools.
• Working closely with beamline scientists and participating in experiments to align developments with needs.
• Contributing to transfer of BM18 methods to other ESRF tomography beamlines.

Connaissances

Algorithm development

Scientific computing

Image processing

Inverse problems

English proficiency

Formation

PhD degree or equivalent

Description du poste

Context & Job Description

BM18 is a flagship ESRF beamline dedicated to high-sensitivity phase-contrast tomography of large and complex samples, combining hierarchical phase-contrast tomography and propagation phase-contrast imaging. Over recent years, BM18 has enabled advanced acquisition modes delivering exceptional results in image quality, in step with progress in reconstruction methods, algorithm development and high-performance computing (HPC).

You will reinforce the algorithmic, reconstruction and HPC component of BM18, in close collaboration with beamline scientists and ESRF computing scientists. The position builds on an already ongoing development effort, contributing additional capacity for method development, implementation and consolidation, while also spending around 25% of the time bringing developments made for BM18 back into the main ESRF tomography tools codebase for use on other beamlines.

The work will take place in the Algorithms & scientific Data Analysis (ADA) group, in close collaboration with the BM18 beamline. Further information about the post can be obtained from Vincent Favre-Nicolin ([e-mail]) and Alessandro Mirone ([e-mail]).

Your Missions Include

• Developing and improving reconstruction and image-processing methods for advanced tomographic experiments at BM18.
• Designing and optimising scalable processing workflows for very large datasets and the corresponding HPC infrastructure.
• Contributing to the stabilisation, documentation and maintainability of reconstruction tools for routine and high-end use.
• Working closely with beamline scientists and participating in to experiments to align algorithmic developments with experimental needs and user projects.
• Contributing to the transfer and adaptation of methods developed at BM18 to other ESRF tomography beamlines.

Expected profile

• PhD degree or equivalent in Physics, Applied Mathematics, Computer Science, Imaging Science or a related field
• Strong experience in algorithm development, scientific computing, image processing, inverse problems or related areas
• A strong interest in working at the interface between experiments, data and computation
• Experience in tomography, synchrotron imaging or reconstruction methods is an asset, though not a strict requirement
• Capacity to learn and evolve in a demanding environment where algorithmic developments are tightly coupled to challenging experimental conditions
• Ability to work effectively as part of a team and in close interaction with scientists and engineers from different backgrounds
• A rigorous, solution-oriented and scientifically mature approach
• Proficiency in English (working language at the ESRF)

Working conditions

3-year temporary contract.

The salary will be calculated on the basis of relevant qualifications and professional experience.

What Makes The ESRF Experience Unique…

• Join an innovative international research institute, with a workforce from 38 different countries
• Collaborate with global experts to advance science and address societal challenges
• Come and live in a vibrant city, in the heart of the Alps, and Europe's Green Capital 2022
• Enjoy a workplace designed to support your quality of life
• Benefit from our competitive compensation and allowances package, including financial support for your relocation to Grenoble

For further information on employment terms and conditions, please refer to "What we offer" section of our Careers page https://www.esrf.fr/Jobs

The ESRF is an equal opportunity employer and encourages applications from disabled persons.

Company Description

The European Synchrotron, the ESRF, is an international research centre based in Grenoble, France.

Through its innovative engineering, pioneering scientific vision and a strong commitment from its 700 staff members, the ESRF is recognised as one of the top research facilities worldwide. Its particle accelerator produces intense X-ray beams that are used by thousands of scientists each year for experiments in diverse fields such as biology, medicine, environmental sciences, cultural heritage, materials science, and physics.

Supported by 19 countries, the ESRF is an equal opportunity employer and encourages diversity.