Michelin

About the Company

Michelin is a world-leading manufacturer of life-changing composites and experiences. Pioneering materials science over more than 130 years, Michelin is uniquely positioned to make decisive contributions to human progress and a more sustainable world. Drawing on technological leadership in polymer composites, Michelin is constantly innovating to manufacture high-quality tires and components for critical applications in demanding fields as varied as mobility, construction, aeronautics, low-carbon energies, and healthcare. The care we put into our products and our intimate knowledge of consumer habits enable Michelin to offer its customers exceptional experiences, whether in terms of connected solutions and artificial intelligence for professional fleets, or for discovering the outstanding restaurants and hotels that the MICHELIN Guide recommends.

Listed Jobs

Company Name

Michelin

Job Title

Stage Deep Learning & traitement d'images (F/H) - Clermont-Fd

Job Description

Job title: Deep Learning & Image Processing Intern (F/M) Role Summary: Support the development of AI solutions for tire manufacturing by exploring 2‑D and 3‑D profilometer data. Execute end‑to‑end deep‑learning pipelines from data preparation, model training with PyTorch, comparison with HALCON DL, to deployment on Azure Machine Learning. Deliver code, benchmarks, and recommendations for industrial deployment. Expactations: - 6‑month internship program. - Focus on AI, computer vision, and MLOps in a R&D setting. - Requires written technical English comprehension. Key Responsibilities: - Preprocess and augment 2‑D (8‑bit) and 3‑D (16‑bit) sensor images; define ROI, filtering, and normalization pipelines. - Build and train object‑detection / segmentation models (YOLO, Faster‑R‑CNN, U‑Net) in PyTorch; evaluate with mAP, IoU, speed, and stability metrics. - Configure and run HALCON Deep Learning workflows; compare performance against PyTorch models. - Migrate models to Azure ML: package scripts, create YAML and MLflow configurations, run GPU experiments, and monitor resource usage. - Maintain GitLab repository with clean architecture, modular code, CI branches, and documentation. - Produce benchmark reports and formal presentation to cross‑functional teams; propose deployment strategies. Required Skills: - Advanced Python programming with experience in scientific libraries (NumPy, pandas, OpenCV). - Hands‑on with PyTorch, model training, and deep‑learning fundamentals. - Image‑processing techniques: filtering, ROI cropping, normalization, augmentation. - Version control (Git/GitLab), CI/CD best practices, and code documentation. - Exposure to HALCON Deep Learning (ownership/enrichment). - Azure ML and MLOps: workspace, compute clusters, YAML pipelines, MLflow tracking. Required Education & Certifications: - Master’s level (≥ bac +5) in Image Processing, Computer Vision, Artificial Intelligence, or related field. - Proven ability to read and understand technical documentation in English.

Clermont-ferrand, France

On site

16-01-2026