WeAreIn to create tiny chips and big careers. Are you ready to take the first step in your career? Let's shape the future together! Whether you join as a student, intern, or trainee, you'll be part of something real - real projects, real impact, and real opportunities to grow. Are you in? Your Role Key responsibilities in your new role Tiny Transformer Methods: Systematically review tiny transformer methods for edge devices, compile exemplar models and tool chains (TFLite Micro, CMSIS‑NN), while shortlist architectures suitable for deployment on Microcontrollers with embedded NPUs Sensing Task Identification: Identify transformer-relevant sensing tasks and select datasets Platform Constraints: Characterize platform constraints, such as Flash/RAM budgets, supported quantization schemes, operator support and others Transformer Models: Implement and deploy shortlisted transformer models on Microcontrollers, including quantization strategy and operator mapping Method Evaluation: Evaluate against conventional methods regarding accuracy, latency, energy, and memory footprint. You will also analyze trade‑offs and derive recommendations Your Profile Qualifications and skills to help you succeed Education: Enrolled in electrical engineering, computer science or similar (Masters) Previous experiences: Experience with machine learning principles and algorithms, especially transformer architectures Programming skills: Proficiency with Python, embedded systems and C programming Machine Learning Ability: Ability to develop and optimize machine learning models for resource-constrained devices Way of working: Self-motivated and eager to learn new technologies, while being a team player with strong communication skills Languages: Proficiency in English. German is a plusPlease attach the following documents to your application: CV in English Certificate of enrollment at university Excerpt of the study regulations for the thesis (if applicable) Latest grades transcript (not older than 6 months) High school report Contact: José Azevedo Further links: Find out what we are looking for in your CV Find out how the student application process works with us Discover our student website #WeAreIn for driving decarbonization and digitalization. As a global leader in semiconductor solutions in power systems and IoT, Infineon enables game-changing solutions for green and efficient energy, clean and safe mobility, as well as smart and secure IoT. Together, we drive innovation and customer success, while caring for our people and empowering them to reach ambitious goals. Be a part of making life easier, safer and greener. Are you in? We are on a journey to create the best Infineon for everyone. This means we embrace diversity and inclusion and welcome everyone for who they are. At Infineon, we offer a working environment characterized by trust, openness, respect and tolerance and are committed to give all applicants and employees equal opportunities. We base our recruiting decisions on the applicant´s experience and skills. Learn more about our various contact channels. We look forward to receiving your resume, even if you do not entirely meet all the requirements of the job posting. Please let your recruiter know if they need to pay special attention to something in order to enable your participation in the interview process. Click here for more information about Diversity & Inclusion at Infineon.
