Framatome

About the Company

Framatome is an international leader in nuclear energy recognized for its innovative, digital and value added solutions for the global nuclear fleet. With worldwide expertise and a proven track record for reliability and performance, the company designs, services and installs components, fuel, and instrumentation and control systems for nuclear power
plants.

Its more than 18,000 employees work every day to help Framatome's customers supply ever cleaner, safer and more economical low-carbon energy.

Listed Jobs

Company Name

Framatome

Job Title

Stage – Ingénieur R&D Deep Learning et Machine Learning F/H

Job Description

**Job Title** R&D Engineer Intern – Deep Learning & Machine Learning **Role Summary** Assist in advancing a utility that uses machine learning to compare pipeline components, aiming to identify parts at highest risk of sudden failure. The internship covers familiarization with existing tools, training new models, and adding automated sensitivity analysis and pipeline chaining features, while ensuring robust unit testing and documentation. **Expectations** - Work independently with initiative and proactive problem‑solving. - Communicate effectively in English (B2 level). - Deliver clean, well‑documented code and thorough automated tests. **Key Responsibilities** - Study and become proficient with the current utility. - Train and evaluate new machine‑learning and deep‑learning models. - Develop an automated sensitivity‑analysis feature based on predefined parameter sets. - Create a workflow that sequences data generation and model training steps. - Write unit tests and user documentation for all implemented features. **Required Skills** - Proficient in Python and object‑oriented programming. - Foundational knowledge of mechanical calculations. - Basic understanding of machine‑learning and deep‑learning concepts. - Experience with version control (Git) is advantageous. **Required Education & Certifications** - Enrolled in a 5‑year engineering or equivalent university program with a focus on Mechanical Engineering or Computer Science. ---

Lyon, France

On site

29-10-2025

Company Name

Framatome

Job Title

Stage - Ingénieur en Robotique adaptative et vision industrielle F/H

Job Description

Job title: Stage – Ingénieur en Robotique adaptative et vision industrielle F/H Role Summary: Internship in adaptive robotics and industrial vision for the development and industrialisation of a real‑time 3D‑scan‑based tool trajectory solution. Work includes programming robotic applications, building test plans, evaluating 3D camera limits, and creating a user interface to enable operator confidence. Expactations: - Final‑year engineering student or equivalent in mechatronics/robotics. - Strong Python programming experience (interfaces or applications). - Openness to learn additional languages such as C#, C++. - Familiarity with 3D/point cloud libraries (Open3D, PyVista) and 2D visualization (Matplotlib, OpenCV). - Experience with Python UI libraries (Tkinter, Trame, VKT, etc.) preferred. - Ability to structure, archive, and document code. Key Responsibilities: - Develop computer and robotic software for intervention applications. - Design and execute a comprehensive test program (resources definition, procurement, implementation). - Validate and define the performance limits of 3D scanning cameras. - Coordinate with mechanical, robotic, IT, control‑command, and R&D stakeholders. - Provide regular project status reporting and communicate progress. - Deploy and test solutions on collaborative robots or industrial setups. Required Skills: - Programming: Python (core), optional C#/C++. - Libraries: Open3D, PyVista, Matplotlib, OpenCV, Tkinter/Trame/VKT. - Robotics: familiarity with KUKA, DOOSAN, Universal Robots is a plus. - Interface design and usability focus. - Test program development and execution. - Documentation and version control. Required Education & Certifications: - Current enrollment in final year of engineering school or university program in mechatronics, robotics, or related field. - No specific certifications required; relevant coursework in robotics, computer vision, and software development.

Lyon, France

On site

30-10-2025

Company Name

Framatome

Job Title

Stage – Ingénieur IA : Développement de Systèmes d'IA Générative F/H

Job Description

**Job Title** Intern – AI Engineer: Generative AI Systems Development **Role Summary** The intern will contribute to the research and development of generative AI systems, focusing on Retrieval-Augmented Generation (RAG) methods. The role includes exploring model‑domain knowledge control, query reformulation techniques, knowledge base structuring, reasoning strategy evaluation, and designing user‑driven agents, with a goal of simplifying agent development via low‑/no‑code approaches. **Expectations** - Completion of a Master’s or engineering degree in Artificial Intelligence, Software Development, Applied Mathematics, or a related field. - Final‑year internship commitment. - Strong analytical mindset, curiosity, and inquisitive problem‑solving. - Clear communication skills and ability to explain technical concepts to non‑technical stakeholders. - Team collaboration orientation. **Key Responsibilities** - Investigate methods for controlling domain knowledge of large language models and detecting inaccessible information in RAG queries. - Develop and test query reformulation techniques to improve AI system responses. - Build and structure knowledge bases; evaluate different reasoning approaches to select the most suitable for a given problem. - Design and implement agents with defined roles, dynamically invoked based on user needs. - Explore low‑code / no‑code solutions to simplify AI agent development. **Required Skills** - Proficiency in programming languages commonly used in AI (Python, etc.). - Familiarity with large language models and generative AI concepts. - Experience with knowledge base construction and reasoning techniques. - Understanding of RAG architecture and retrieval mechanisms. - Capacity to prototype and evaluate AI pipelines. **Required Education & Certifications** - Current enrollment in a Master’s or Engineer’s degree program in Artificial Intelligence, Software Engineering, Applied Mathematics, or equivalent. - No additional certifications required.

Lyon, France

On site

03-11-2025

Company Name

Framatome

Job Title

Stage – Ingénieur Neutronique - Validation d'un outil de chaînage vers codes Monte-Carlo (F/H)

Job Description

**Job Title** Intern – Neutron Engineering – Validation of a Monte‑Carlo Chain Tool (M/F) **Role Summary** Support the development and validation of a tool that automatically generates Monte‑Carlo neutron models from Framatome’s deterministic neutron calculation chain. Conduct benchmarks, analyze discrepancies, and improve translation algorithms for MCNP, TRIPOLI, and SERPENT solvers. **Expectations** - Demonstrate strong analytical and problem‑solving abilities. - Work collaboratively in a multidisciplinary team. - Communicate findings clearly and propose improvement actions. - Show initiative, rigor, and autonomy throughout the internship. **Key Responsibilities** - Perform benchmark studies using 3–4 neutron codes on various Framatome fuel assemblies. - Analyze and interpret differences in keff, reaction rates, and cross‑sections for zero‑burnup assemblies. - Enhance robustness of model‑to‑solver translation algorithms for MCNP, TRIPOLI, and SERPENT. - Contribute to the identification of improvement levers for Framatome’s reference neutron chain. - Conduct follow‑up analyses with evolving Monte‑Carlo solvers. - Document results, prepare technical reports, and present insights to the team. **Required Skills** - Proficiency in Python programming. - Strong command of Linux operating environment. - Knowledge of neutron physics and deterministic/Monte‑Carlo methods. - Ability to work in a team and communicate effectively. - Analytical mindset, attention to detail, and self‑motivation. **Required Education & Certifications** - Currently enrolled in the 3rd year of an engineering school or a Master’s program (Bac+5) with a specialization in neutron engineering or nuclear physics. - No specific certifications required; academic background in nuclear engineering or related field preferred.

Courbevoie, France

On site

07-11-2025