Computer Vision Research Internship: Image to Sequence Modeling (e.g. Transformers)
Scandit - Zurich
Posted Dec 1, 2025
Benefits
- Parental leave
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- Non-birth-parent leave
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- Family-building benefits
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- Mental health support
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Schedule
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- Weekend work
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About this role
Computer Vision Research Internship: Image to Sequence Modeling (e.g. Transformers) Zurich Duration: Minimum 6 months; ideally 9-12 months, depending on the candidate's experience Scandit gives people superpowers. Whether enabling delivery drivers to make quicker deliveries, matching a patient with their medication, or allowing retailers to make store operations more efficient, our technology automates workflows and provides actionable insights to help businesses in a variety of industries. Join us, as we continue to expand, grow and innovate, and help take Scandit to the next level. About the Internship We are offering a research-focused internship aimed at advancing machine learning methods for complex visual understanding tasks. The project centers on deep learning architectures for image-to-sequence modelling, such as Transformers, attention mechanisms, and modern sequence and representation-learning frameworks, to address challenging and highly structured computer vision problems. This project contributes to long-term research efforts aimed at achieving even higher performance, robustness, and generalization in large-scale visual applications. What you will do You will work closely with experienced ML researchers and engineers on cutting-edge research at the intersection of computer vision and sequence modeling. Your work will include: - Designing and experimenting with new ML architectures for structured visual data. - Evaluating alternative modeling paradigms (e.g., encoder-decoder, hybrid Transformer models, sequence-based representations). - Investigating techniques for improving robustness, generalization, and multi-view reasoning. - Running systematic experiments, ablations, and error analyses to validate research hypotheses. This project provides opportunities for novel model design, extensive experimentation, and scholarly research. You will contribute to long-term innovation in
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