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inspire AG is the leading Swiss competence centre for product innovation and advanced manufacturing. As a strategic partner of ETH Zurich, the mission is to transfer knowledge and technology from research to Swiss machine, electrical and metal industries. The research group Control and Automation at inspire AG offers this position in collaboration with an industry partner. The group works on increasing the efficiency of robotics systems in real-world deployment by enabling quick data collection, calibration, and policy training while ensuring safety and efficiency, developing novel learning-based control and policy optimization techniques.

The role focuses on developing cutting-edge AI algorithms for digital twin applications in real-world industrial systems, including process monitoring, estimation, analysis, optimization, and control policy development.

Tasks

  • Develop customized Digital Twins for industrial applications using machine learning from real data.
  • Develop and maintain the codebase to support various training modules and libraries.
  • Collaborate with the industrial partner and collect extensive datasets on real hardware.
  • Design and deploy control policy on industrial applications.

Requirements

  • Pursuing a master’s degree (university) in robotics, electrical or mechanical engineering, or computer science.
  • Practical knowledge of time series modelling, seq2seq, and data-driven digital twin models (e.g., Transformers, Mamba, LSTMs) with applications in industry.
  • Knowledge or courses taken on estimation theory, network modeling, and graph theory are a plus.
  • Excellent coding skills in Python, ROS, and machine learning pipeline experience on simulator and training libraries.
  • Good foundation in linear algebra, numerical methods, optimization, and control theory.
  • Excellent knowledge (written/oral) of English is a must.
  • Knowledge of German is beneficial.
  • Highly self-organized and structured way of working and solution orientation.
  • High motivation and willingness to learn new skills.
  • High level of teamwork, positive work attitude and creativity.

Benefits

  • Internship position in the Control and Automation group at inspire AG.
  • Close cooperation with the project partner enables quick establishment of industry contacts.
  • Work at the forefront of today's knowledge in industrial AI/ML within a young team.
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Über uns
Die ETH Zürich ist eine technisch-naturwissenschaftliche Hochschule des Bundes mit Sitz in Zürich. Wir betreiben Lehre, Forschung und Wissenstransfer in Bereichen wie Ingenieurwissenschaften, Naturwissenschaften, Architektur, Mathematik, Informatik, Management sowie Sozial- und Geisteswissenschaften. Unsere Ausbildung umfasst Bachelor-, Master-, Doktorats- und Weiterbildungsangebote und ist eng mit internationaler Spitzenforschung verbunden. Als Teil des ETH-Bereichs entwickeln wir wissenschaftliche Grundlagen, Technologien und Lösungen für Gesellschaft, Wirtschaft und globale Herausforderungen.
Das Team

The Control and Automation group at inspire AG collaborates closely with an industry partner and offers a young team environment.

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