Internship - Time Series Foundation Model for Edge AI applications

Description du poste:

OUR STORY At STMicroelectronics, we believe in the power of technology to drive innovation and make a positive impact on people, businesses, and society. As a global semiconductor company, our advanced technologies and chips form the hidden foundation of the world we live in today. When you join ST, you will be part of a global business with more than 115 nationalities, present in 40 countries, and comprising over 50,000 diverse and dedicated creators and makers of technology around the world. Developing technologies takes more than talent: it takes amazing people who understand collaboration and respect. People with passion and the desire to disrupt the status quo, drive innovation, and unlock their own potential. Embark on a journey with us, where you can innovate for a future that we want to make smarter and greener, in a responsible and sustainable way. Our technology starts with you. YOUR ROLE As an R&D Intern, you will support the development of Time Series Foundation Models tailored for Edge AI applications. You collaborate with senior researchers to design, train, and evaluate sequence-modeling architectures (e.g., TimesFM, Transformers, temporal CNNs, state-space models) for tasks such as anomaly detection, forecasting, pattern recognition, and sensor fusion. You contribute to adapting models for resource-constrained edge platforms, exploring techniques such as quantization, pruning, and knowledge distillation. Additional responsibilities include dataset preparation, experiment execution, performance analysis, and collaboration with cross-functional teams to support integration into prototype systems. YOUR SKILLS & EXPERIENCES * Currently pursuing a Master's or final-year Bachelor's degree in Computer Science, Engineering, Mathematics, AI, or related fields. * Solid understanding of machine learning, neural networks, and time series analysis. * Hands-on experience with Python and ML frameworks (PyTorch or TensorFlow). * Familiarity with embedded/edge computing fundamentals. * Strong analytical thinking, problem-solving attitude, and ability to work collaboratively. ST is proud to be one of the 17 companies certified as a 2025 Global Top Employer and the first and only semiconductor company to achieve this distinction. ST was recognized in this ranking thanks to its continuous improvement approach and stands out particularly in the areas of ethics & integrity, purpose & values, organization & change, business strategy, and performance. At ST, we endeavor to foster a diverse and inclusive workplace, and we do not tolerate discrimination. We aim to recruit and retain a diverse workforce that reflects the societies around us. We strive for equity in career development, career opportunities, and equal remuneration. We encourage candidates who may not meet every single requirement to apply, as we appreciate diverse perspectives and provide opportunities for growth and learning. Diversity, equity, and inclusion (DEI) is woven into our company culture. To discover more, visit st.com/careers