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Sarah Matta

Just Landed

2 days ago

Post-doctoral researcher in bias evaluation and mitigation for 3D facial reconstruction IMT Atlantique in France

Degree Level

Postdoc

Field of study

Computer Science

Funding

Available

Deadline

Nov 20, 2026

Country flag

Country

France

University

IMT Atlantique

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Keywords

Computer Science
Computer Vision
Geometry
Generalizability
Computational Imaging
Statistics
ML

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About this position

IMT Atlantique is offering a full-time post-doctoral researcher position in the Data Science department for the French–German ANR-DFG 3DFaceBias project. The project focuses on measuring, explaining, and reducing accuracy disparities in 3D facial reconstruction from 2D photographs. The successful candidate will work closely with the German principal investigator Bernhard Egger and his team at FAU, and will contribute to the IMT Atlantique research direction under the scientific supervision of Sarah Matta and Tinashe Mutsvangwa.

The research agenda centers on bias evaluation and mitigation in 3D face reconstruction. The postdoc will audit bias in 3D face reconstruction from 2D images, identify sources of bias through data-centric analysis, and design and evaluate mitigation strategies. The role also includes broader project contributions, making it well suited to a researcher interested in machine learning, computer vision, statistics, fairness, and reproducible experimental research.

The position is hosted by IMT Atlantique, part of IMT (Institut Mines-Télécom), in Brest, France. IMT Atlantique highlights its scientific and technical excellence, and the project offers the opportunity to develop research in a highly collaborative French–German environment. The postdoc will engage with topics at the intersection of machine learning, statistical analysis, 3D geometry, and medical image computing, with an emphasis on transparent evaluation and responsible handling of facial data.

Eligibility requirements include a PhD obtained less than three years prior to the hiring date, strong experience in empirical machine-learning research and advanced statistical methods, proficiency in Python and frameworks such as PyTorch, and knowledge of computer vision, 3D reconstruction, algorithmic fairness, robustness, and dataset preparation. Good scientific English and strong academic writing skills are required. Previous experience in 3D facial reconstruction is considered an asset, but applicants with strong empirical ML and statistical backgrounds are encouraged to apply.

The contract is temporary and full-time, with an expected start date of 1 March 2027. The application deadline is 20 November 2026 at 23:59 (Europe/Paris), and interviews are conducted on a rolling basis. Benefits mentioned include on-site cafeteria access, sports and leisure offers, public transport subsidies, sustainable mobility support, family allowance, social benefits, partial teleworking, and generous leave.

Interested candidates should apply via the provided Recruitee application website and consult the detailed job description before submitting an application. Contact information listed in the posting includes Sarah Matta for job content and Mélissandre Morvan for administrative and HR aspects.

Funding details

Available

What's required

Applicants must hold a PhD or equivalent, obtained less than 3 years before the hiring date, and have strong experience in empirical machine-learning research and advanced statistical methods. Required skills include rigorous experimental design, controlled comparisons, handling uncertainty and confounding, avoiding data leakage, proficiency in Python and a machine-learning framework such as PyTorch, and familiarity with computer vision, 3D reconstruction, 3D geometry, statistical shape models, or medical image computing. Experience in algorithmic fairness, robustness, generalisation, dataset preparation, synthetic image generation, performance and bias evaluation is desirable. Applicants should be independent, scientifically инициативive, rigorous in reproducibility and documentation, able to manage code and data collaboratively, work effectively in international teams, and communicate findings clearly. Good written and spoken scientific English, including strong academic writing skills, is required.

How to apply

Apply through the recruitment website using the online application link. Review the detailed job description before submitting. Applications are handled on a rolling basis, so apply as early as possible.

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Professors

Associate Professor at IMT Atlantique

University Name
Country flag

France

Research Interests

Statistics

Computational Imaging

Generalizability

Computer Vision

Ml