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, focusing 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.
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 an industry partner, enabling quick establishment of industry contacts
- Opportunity to work at the forefront of current knowledge in industrial AI/ML within a young team
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Über uns
Das Team
The Control and Automation group at inspire AG collaborates closely with industry partners and offers a young team environment focused on industrial AI/ML.