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AlignTech 3D Machine Learning Scientist m/w/d 
Germany, Hesse, Darmstadt 
265535968

17.09.2024

In this role, you will …
  • Help improve existing 3D machine learning models. This entails:
    • Adapting and training models
    • Making decisions about data collection and labelling
  • Design novel machine learning algorithms to solve real-world problems
  • 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
In this role, you’ll need …
  • A background in Computer Graphics / Computer Vision / Machine Learning
  • 4+ years of relevant work experiance
  • 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
Nice to have …
  • Some experience with C++
  • Some experience with other ML frameworks, such as TensorFlow
  • Some experience with parallel computing / code optimization
  • Some experience developing mathematical optimization algorithms
  • Some experience in cloud computing / deployment including AWS, Docker
What we offer you …
  • 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 possible
  • Training opportunities
  • Company events
  • Sports opportunities and work-life balance
  • Free drinks, fruit and snacks / Canteen with own cook
  • Good transport connections

About Align

By joining Align, you will be part of a global, fast-growing company in one of the most dynamic industries. Great people, innovative technologies, and meaningful work – these are just some of the