Deep Learning Engineer - Electrical Machines (M/F)

Dassault Systèmes, the 3DEXPERIENCE company, is an "accelerator of human progress." It offers companies and individuals collaborative virtual environments that allow them to imagine more sustainable innovations. By developing a virtual twin of the real world, thanks to the 3DEXPERIENCE platform and its applications, Dassault Systèmes empowers its customers to push the boundaries of innovation, learning, and production. Dassault Systèmes' 20,000 employees work to create value for our 270,000 customers of all sizes, in all industries, in more than 140 countries. For more information, visit our site www.3ds.com/frSIMULIA Manatee is a simulation and control software for magnetically induced noise in electrical machines. It allows electrical, mechanical, and vibro-acoustic engineers to collaborate effectively and design quiet electrical systems while reducing the manufacturing cost of prototypes. The team consists of about fifteen people divided between development, scientific, and quality responsibilities. Within the SIMULIA Manatee R&D team, you will develop regression models for electrical machines using deep learning techniques (neural networks, CNN, LSTM). Internship Based in Villeneuve d'AscqYour tasksYou will perform the following tasks:* Conduct a literature review to extend the state of the art on deep learning methods applied to regression problems * Generate and prepare datasets using the SIMULIA Manatee software * Develop, train, and optimize different neural network models using Python * Evaluate and compare the performance of the different approaches considered using relevant indicators * Participate in the industrialization of the developments carried out as well as in the documentation of the code in compliance with the team's quality processes Your qualificationsStudent in 3rd year preparing a degree in computer science, artificial intelligence, data science, or software engineering at a BAC+5 level (Engineering schools, University...). Ideally, you have initial experience in the development of artificial intelligence applications or solutions.* Mastery of the Python language* Knowledge of software development and application design* Knowledge of large language models (LLM), RAG systems, or intelligent agents is appreciated* Familiarity with Git* Initial experience with artificial intelligence frameworks or libraries is appreciated* Good command of English, both written and spokenJoining us also meansIntegrating into a scientific company at the heart of technological innovation, driven by strong growth for more than 40 yearsMain advantages and benefits:* Multicultural environment* Friendly working environment focused on well-being and health (gym & music rooms, concierge services.) * Commitment to diversity and inclusion * Dynamic career development policy: training plan, internal mobility, etc Your qualificationsStudent in 3rd year preparing a degree in computer science, artificial intelligence, data science, or software engineering at a BAC+5 level (Engineering schools, University...). Ideally, you have initial experience in the development of artificial intelligence applications or solutions.* Mastery of the Python language* Knowledge of software development and application design* Knowledge of large language models (LLM), RAG systems, or intelligent agents is appreciated* Familiarity with Git* Initial experience with artificial intelligence frameworks or libraries is appreciated* Good command of English, both written and spokenJoining us also meansIntegrating into a scientific company at the heart of technological innovation, driven by strong growth for more than 40 yearsMain advantages and benefits:* Multicultural environment* Friendly working environment focused on well-being and health (gym & music rooms, concierge services.) * Commitment to diversity and inclusion * Dynamic career development policy: training plan, internal mobility, etc