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Samir Loudni

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1 week ago

Postdoctoral Researcher in Artificial Intelligence for Vision-Language Models and Industrial Costing Automation IMT Atlantique in France

I am recruiting a postdoctoral researcher in Artificial Intelligence for an industrial Vision-Language Models project at IMT Atlantique.

IMT Atlantique

France

email-of-the@publisher.com

Nov 23, 2025

Keywords

Computer Science
Data Science
Mechanical Engineering
Information Technology
Predictive Modeling
Artificial Intelligence
Industrial Engineering
Software Engineering
Computer Vision
Python Programming
Automation
Cost Analysis
3d Modeling
Multimodal Analysis
Statistic
Industrial Application
Machine learning

Description

IMT Atlantique, a prestigious French engineering school and member of the IMT-Institut Mines-Télécom group, is seeking a postdoctoral researcher in Artificial Intelligence for its Mechanically Welded Parts Costing project. The position is based in the Automation, Production Engineering, and Computer Science Department (DAPI) in Nantes, France, and involves close collaboration with the industrial partner METAL44. The project’s goal is to develop and evaluate AI solutions, particularly Vision-Language Models (VLMs), to automate the costing process for mechanically welded parts. The successful candidate will work under the supervision of Professor Samir Loudni and will be responsible for exploring and preparing data from diverse sources, including 2D plans (PDF), 3D models (STEP), and text documents (standards, internal scales). Key responsibilities include identifying and evaluating suitable VLMs for extracting technical information from these sources, using the extracted data to predict manufacturing operations (such as cutting, bending, welding), and estimating their cost or duration based on internal historical data. The researcher will assess model performance on real industrial cases and contribute to the development of a demonstrator or prototype for production use. Applicants must have a PhD (obtained within the last 3 years) in Computer Science, Data Science, Artificial Intelligence, or a related field, and possess strong skills in Python, multimodal AI models, handling industrial data, geometric feature extraction, predictive modeling, and software development practices. Excellent communication skills in French and English, teamwork, and independent initiative are essential. The position is full-time, temporary (12-month contract, renewable), and offers a stimulating innovation ecosystem, collaborations with renowned research organizations, and a comprehensive social benefits package (including leisure/sport offers, public transport coverage, sustainable mobility package, family supplement, partial remote work, and generous leave). Application materials include a CV, motivation letter, summary of a relevant technical project or achievement (or GitHub link), and references. The application deadline is November 23, 2025, with a contract start date in February 2026. For further details, candidates may contact Professor Samir Loudni or recruitment assistant Fanny Bernard. The position is open to all, with accommodations available for candidates with disabilities.

Funding

12-month public contract (CDD), renewable; social benefits include leisure/sport offers, public transport coverage, sustainable mobility package, family supplement, wide range of social benefits, partial remote work, and generous leave.

How to apply

Submit your application online via the IMT Atlantique recruitment portal. Required documents include a detailed CV, motivation letter, summary of a relevant technical project or achievement (or GitHub link), and references. For questions, contact Professor Samir Loudni or recruitment assistant Fanny Bernard by email. Interviews are conducted on a rolling basis.

Requirements

Applicants must hold a PhD obtained within the last 3 years in Computer Science, Data Science, Artificial Intelligence, or a closely related field. Advanced proficiency in Python and key libraries (NumPy, Pandas, PyTorch, TensorFlow), experience with multimodal AI models (Vision-Language Models such as CLIP, BLIP, Flamingo), handling heterogeneous industrial data (2D plans, 3D models, technical documents), geometric feature extraction from STEP files, and predictive modeling (regression, time series, tabular models like XGBoost or TabNet) are required. Candidates must demonstrate strong software development practices (testing, versioning with Git, documentation, API creation, rapid prototyping, packaging, containerization with Docker), excellent oral and written communication skills in French and English, teamwork, initiative, and the ability to communicate technical concepts to non-experts. The position is open to all, with accommodations available for candidates with disabilities.

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