Machine Learning Scientist
Vor 2 Tagen
We are seeking a talented and driven individual to join our team as a 3D Machine Learning Scientist at exocad. In this role, you will have the exciting opportunity to contribute to the advancement of our cutting-edge dental software solutions.
Key Responsibilities:- Improve existing 3D machine learning models by adapting and training them, making crucial decisions about data collection and labeling.
- Design novel machine learning algorithms to tackle real-world problems in the dental industry.
- Build data pre- and post-processing pipelines for the machine learning models.
- Optimize test-time ML pipelines for speed and memory usage.
- Build processes to validate performance and robustness of the test-time ML pipelines.
- A background in Computer Graphics / Computer Vision / Machine Learning (min. Bachelor).
- 4+ years of relevant work experience.
- Extensive experience in Python and the following libraries: PyTorch, Graphics processing libraries such as trimesh, pymeslab, open3d, libigl.
- Standard data processing libraries such as numpy, opencv, scikit, scipy.
- The ability to work on cutting-edge research projects, while having a product mindset.
- Knowledge about the most common neural network architectures such as AE, VAE, MLP, CNN, transformer.
- Experience in bringing ML models to production (MLOps).
- Some knowledge about 3D / geometric machine learning architectures.
- Some knowledge about generative AI.
- Exciting and varied activities in a dynamic and growth-oriented software company.
- Positive working atmosphere that promotes both individual freedom and responsibility.
- Strong team spirit and very good working atmosphere.
- Modern offices and workstations, working with the latest technologies.
- Flexible working hours.
- Hybrid work, Monday and Friday home office is possible.
- Training opportunities.
- Company events.
- Sports opportunities and work-life balance.
- Free drinks, fruit and snacks / Canteen with own cook.
- Good transport connections.
- JobTicket/JobBike.
At exocad, our mission is to make high-quality dental restorations accessible to everyone. We offer a very interesting working environment in one of the market-leading software companies in the dental industry. If this position excites you and fits your qualifications and professional goals, we look forward to receiving your application.
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