Internship in AI & Machine Learning (f/m/x)
ZEISS Group16 days ago
Karlsruhe, GermanyIntern
Responsibilities
- Collect samples and acquire data in the laboratory for full data ownership.
- Implement metrics to assess data-preprocessing quality and guide relabeling efforts.
- Curate, structure, and version datasets for reproducible experiments.
- Build data-preprocessing pipelines for AI and machine-learning workflows.
- Generate and evaluate simulation-based or synthetic data.
- Run traceable hyperparameter and model studies.
- Automate embedded-device tests and optimize model accuracy and speed.
- Develop reproducible machine-learning workflows for application-oriented solutions.
Requirements
- Be enrolled in a bachelor's or master's program in computer science, mathematics, physics, AI, or a related field.
- Have strong programming skills in Python and PyTorch.
- Have a solid understanding of software-development principles.
- Have fundamental knowledge of data preprocessing for computer vision and vision foundation models.
- Familiarity with AI/ML concepts such as supervised learning and deep-learning architectures is beneficial.
- Experience with edge-device deployment and model quantization is beneficial.
- Demonstrate analytical, creative, pragmatic, self-motivated, independent, and collaborative working abilities.
- Have excellent communication skills in English or German.
Benefits
- Dynamic and interdisciplinary work environment.
- Hands-on experience with real-world image, sensor, and simulation-based data, foundation models, model quantization, and edge deployment.
- Opportunity to learn how to set up a full machine-learning pipeline.
- Close mentorship from deep-learning experts.
- Agile work environment.
Categories
About ZEISS Group
ZEISS Group develops and sells optics and optoelectronics for semiconductor makers, manufacturers, clinicians, researchers, and consumers, spanning lithography systems, industrial metrology, medical devices, microscopes, and eyeglass and camera lenses. Founded in 1846 and headquartered in Oberkochen, Germany, the company is wholly owned by the Carl Zeiss Foundation. It operates globally and generates around €12 billion in annual revenue across segments including Semiconductor Manufacturing Technology, Industrial Quality & Research, Medical Technology, and Consumer Markets.