3D Machine Learning Scientist

vor 3 Monaten

Darmstadt, Deutschland exocad Vollzeit

To strengthen our exocad ML/AI team in Darmstadt we are looking for you as


3D Machine Learning Scientist (m/w/d)

Start date: 01.10.2024 or later


We are seeking a talented and driven individual to join our team as a 3D Machine Learning Scientist. In this role, you will have the exciting opportunity to contribute to the advancement of our cutting-edge dental software solutions. Your primary responsibility will be to improve existing 3D machine learning models by adapting and training them, making crucial decisions about data collection and labeling. Additionally, you will play a vital role in designing novel machine learning algorithms to tackle real-world problems in the dental industry.


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 (min. Bachelor)
  • 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 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


Our Mission

exocad's mission is to make high-quality dental restorations accessible to everyone. At exocad you will work on a product that gives people more quality of life every day. exocad offers you a very interesting working environment in one of the market-leading software companies in the dental industry.


Want to join?

If this position excites you and fits your qualifications and professional goals, we look forward to receiving your application.

  • 3D Machine Learning Scientist

    vor 5 Monaten

    Darmstadt, Deutschland exocad GmbH Vollzeit

    To strengthen our exocad ML/AI team in Darmstadt we are looking for you as **3D Machine Learning Scientist (m/w/d)** We are seeking a talented and driven individual to join our team as a 3D Machine Learning Scientist. In this role, you will have the exciting opportunity to contribute to the advancement of our cutting-edge dental software solutions. Your...

  • 3D Machine Learning Scientist

    vor 5 Monaten

    Darmstadt, Deutschland exocad gmbh Vollzeit

    To strengthen our exocad ML/AI team in Darmstadt we are looking for you as **3D Machine Learning Scientist (m/w/d)**: We are seeking a talented and driven individual to join our team as a 3D Machine Learning Scientist. In this role, you will have the exciting opportunity to contribute to the advancement of our cutting-edge dental software solutions. Your...

  • Senior 3D Machine Learning Scientist

    vor 5 Monaten

    Darmstadt, Deutschland Align Technology Vollzeit

    About this opportunity To strengthen our exocad ML/AI team in Darmstadt we are looking for you as Senior 3D Machine Learning Scientist (m/w/d) Start date: 01.09.2024 or later We are seeking a talented and driven individual to join our team as a Senior 3D Machine Learning Scientist. In this role, you will have the exciting opportunity to contribute to the...

  • Machine Learning Scientist

    vor 2 Monaten

    Darmstadt, Hessen, Deutschland exocad Vollzeit

    About the RoleWe are seeking a talented and driven individual to contribute to the advancement of our cutting-edge dental software solutions as a 3D Machine Learning Scientist.Key ResponsibilitiesImprove existing 3D machine learning models by adapting and training them, making crucial decisions about data collection and labeling.Design novel machine learning...

  • Machine Learning Scientist

    vor 2 Monaten

    Darmstadt, Hessen, Deutschland exocad Vollzeit

    About the RoleWe are seeking a talented and driven individual to contribute to the advancement of our cutting-edge dental software solutions as a 3D Machine Learning Scientist.Key ResponsibilitiesImprove existing 3D machine learning models by adapting and training them, making crucial decisions about data collection and labeling.Design novel machine learning...

  • 3D Machine Learning Scientist

    vor 5 Monaten

    Darmstadt, Deutschland AlignTech Vollzeit

    **Join a team that is transforming smiles, changing lives.** Ready to join us? To strengthen our exocad ML/AI team in Darmstadt we are looking for you as **3D Machine Learning Scientist (m/w/d)**: **2 open positions!** We are seeking a talented and driven individual to join our team as a 3D Machine Learning Scientist. In this role, you will have the...

  • Senior 3D Machine Learning Scientist

    vor 5 Monaten

    Darmstadt, Deutschland exocad GmbH Vollzeit

    To strengthen our exocad ML/AI team in Darmstadt we are looking for you as **Senior 3D Machine Learning Scientist (m/w/d)** We are seeking a talented and driven individual to join our team as a Senior 3D Machine Learning Scientist. In this role, you will have the exciting opportunity to contribute to the advancement of our cutting-edge dental software...

  • Machine Learning Scientist

    vor 1 Monat

    Darmstadt, Hessen, Deutschland exocad Vollzeit

    Improve Dental Software Solutions with Machine LearningWe are seeking a talented and driven individual to join our team as a 3D Machine Learning Scientist. 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...

  • Machine Learning Scientist

    vor 1 Monat

    Darmstadt, Hessen, Deutschland exocad Vollzeit

    Improve Dental Software Solutions with Machine LearningWe are seeking a talented and driven individual to join our team as a 3D Machine Learning Scientist. 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...

  • Machine Learning Scientist

    vor 1 Monat

    Darmstadt, Hessen, Deutschland exocad Vollzeit

    Improve Dental Software Solutions with Machine LearningWe 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...

  • Machine Learning Scientist

    vor 1 Monat

    Darmstadt, Hessen, Deutschland exocad Vollzeit

    Improve Dental Software Solutions with Machine LearningWe 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...

  • Senior 3D Machine Learning Scientist

    vor 5 Monaten

    Darmstadt, Deutschland AlignTech Vollzeit

    **Join a team that is transforming smiles, changing lives.** Ready to join us? **About this opportunity** To strengthen our exocad ML/AI team in Darmstadt we are looking for you as **Senior 3D Machine Learning Scientist (m/w/d)** We are seeking a talented and driven individual to join our team as a Senior 3D Machine Learning Scientist. In this role, you...

  • Senior 3D Machine Learning Scientist

    vor 5 Monaten

    Darmstadt, Deutschland Exocad Vollzeit

    To strengthen our exocad ML/AI team in Darmstadt we are looking for you as  Senior 3D Machine Learning Scientist (m/w/d) Start date: 01.09.2024 or later We are seeking a talented and driven individual to join our team as a Senior 3D Machine Learning Scientist. In this role, you will have the exciting opportunity to contribute to the advancement of...

  • Senior 3D Machine Learning Engineer

    vor 4 Wochen

    Darmstadt, Hessen, Deutschland Exocad Vollzeit

    Senior 3D Machine Learning ScientistWe are seeking a highly skilled and experienced Senior 3D Machine Learning Scientist to join our team at Exocad. As a key member of our ML/AI team, you will play a crucial role in advancing our cutting-edge dental software solutions.Key Responsibilities:Develop and improve machine learning models for 3D tooth shape...

  • Senior 3D Machine Learning Engineer

    vor 4 Wochen

    Darmstadt, Hessen, Deutschland Exocad Vollzeit

    Senior 3D Machine Learning ScientistWe are seeking a highly skilled and experienced Senior 3D Machine Learning Scientist to join our team at Exocad. As a key member of our ML/AI team, you will play a crucial role in advancing our cutting-edge dental software solutions.Key Responsibilities:Develop and improve machine learning models for 3D tooth shape...

  • Senior 3D Machine Learning Engineer

    vor 1 Monat

    Darmstadt, Hessen, Deutschland Exocad Vollzeit

    Senior 3D Machine Learning ScientistWe are seeking a highly skilled and experienced Senior 3D Machine Learning Scientist to join our team at Exocad. As a key member of our ML/AI team, you will play a crucial role in advancing our cutting-edge dental software solutions.Key Responsibilities:Develop and improve machine learning models for 3D tooth shape...

  • Senior 3D Machine Learning Engineer

    vor 1 Monat

    Darmstadt, Hessen, Deutschland Exocad Vollzeit

    Senior 3D Machine Learning ScientistWe are seeking a highly skilled and experienced Senior 3D Machine Learning Scientist to join our team at Exocad. As a key member of our ML/AI team, you will play a crucial role in advancing our cutting-edge dental software solutions.Key Responsibilities:Develop and improve machine learning models for 3D tooth shape...

  • 3D Machine Learning Expert

    vor 2 Monaten

    Darmstadt, Hessen, Deutschland exocad Vollzeit

    About the RoleWe are seeking a talented and driven individual to join our team as a 3D Machine Learning Scientist. In this role, you will have the exciting opportunity to contribute to the advancement of our cutting-edge dental software solutions.Key ResponsibilitiesModel ImprovementAdapt and train existing 3D machine learning models to improve their...

  • 3D Machine Learning Expert

    vor 1 Monat

    Darmstadt, Hessen, Deutschland exocad Vollzeit

    About the RoleWe are seeking a talented and driven individual to join our team as a 3D Machine Learning Scientist. In this role, you will have the exciting opportunity to contribute to the advancement of our cutting-edge dental software solutions.Key ResponsibilitiesModel ImprovementAdapt and train existing 3D machine learning models to improve their...

  • Senior 3D Machine Learning Researcher

    vor 2 Wochen

    Darmstadt, Hessen, Deutschland Exocad Vollzeit

    At Exocad, we are seeking a highly skilled Senior 3D Machine Learning Scientist to strengthen our ML/AI team in Darmstadt.Key Responsibilities:Develop and improve machine learning models for 3D tooth shape generation, including data pre- and post-processing pipelines, adapting, implementing, and training 3D geometric machine learning models.Work on numerical...