Working student position for AI & ML Engineer at Fraunhofer HHI. Involves developing AI-driven design platforms for architectural projects.
Responsibilities
Design and train deep learning models (CNNs, GNNs) to generate 2D floor plans
Expand our data pipelines — from ingesting architectural drawings through preprocessing and augmentation to label creation and versioning
Apply mathematical and analytical thinking to solve complex spatial and geometric challenges
Write reliable, well-structured code and optimize the performance of our tools and prototypes
Test new methods, run experiments, and contribute ideas to improve our models and products
Requirements
You are currently a student (B.Sc./M.Sc.) in Computer Science, Machine Learning, Data Science, or a related field at a university in Berlin or Brandenburg
Solid knowledge of Python and practical experience with PyTorch or similar deep learning frameworks
Familiarity with GPU workflows and distributed training setups
Experience in preprocessing, augmentation, and dataset organization; confident use of NumPy and Pandas
Ability to identify and troubleshoot issues in training and inference pipelines
Clear communicator with a desire to collaborate in a dynamic startup environment
You read research papers, reproduce experiments, and translate findings into working code
Fluent English skills (German is a plus but not required)
Benefits
Extremely interesting challenges in a research-driven and entrepreneurial environment
Attractive salary
Modern, well-equipped workplace in a central location
Positive and highly collaborative working atmosphere within an international team
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