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

Align Technology; Berlin; Hybrid; EUR 80.000 - 110.000; Vollzeit

Zusammenfassung

A leading technology company in the dental software sector is seeking a Senior 3D Machine Learning Scientist to enhance their ML/AI team. This role involves developing innovative algorithms and collaborating closely with industry professionals to tackle real-world challenges in dental technology. The successful candidate will have extensive experience in 3D machine learning, particularly in developing and optimizing complex models, while enjoying a flexible and dynamic work environment.

Leistungen

Flexible hours and hybrid work options

Training and team events

Work-life balance initiatives

Free drinks and snacks

Qualifikationen

• Requires 5+ years in Python and ML libraries.
• Experience with 3D geometric ML architectures.
• Knowledge of CI/CD, unit testing, cloud deployment.

Aufgaben

• Develop and enhance ML models for 3D tooth shape generation.
• Collaborate with dental professionals and optimize ML pipelines.
• Validate performance and robustness of ML solutions.

Kenntnisse

Machine Learning

Computer Graphics

Computer Vision

Python

Numerical Optimization

Generative AI

DevOps

MLOps

Ausbildung

Bachelor's degree in Informatics

Tools

PyTorch

OpenCV

NumPy

TensorFlow

Jobbeschreibung

Senior 3D Machine Learning Scientist (m/w/d), Berlin

Client:

Align Technology

Location:

Berlin, Germany

Job Category:

Other

EU work permit required:

Yes

Job Reference:

fd73a1d4ab84

Job Views:

3

Posted:

26.06.2025

Expiry Date:

10.08.2025

Job Description:

About this opportunity

To strengthen our exocad ML/AI team in Darmstadt, we are looking for a Senior 3D Machine Learning Scientist (m/w/d). The start date is 01.09.2024 or later. You will contribute to advancing our dental software solutions by improving existing 3D machine learning models, making decisions on data collection and labeling, and designing novel algorithms to address real-world dental industry problems.

Your responsibilities include:

1. Developing and enhancing machine learning models for 3D tooth shape generation, including building data pipelines and implementing 3D geometric models.
2. Working on numerical optimization algorithms to support ML models.
3. Collaborating with dentists and dental technicians to incorporate domain knowledge.
4. Optimizing ML pipelines for speed and memory efficiency.
5. Validating the performance and robustness of ML pipelines.

Requirements:

• Bachelor's degree in informatics or similar.
• Strong background in Computer Graphics, Computer Vision, or Machine Learning.
• 5+ years of experience with Python and libraries such as PyTorch, trimesh, pymeshlab, open3d, libigl, numpy, opencv, scikit, scipy.
• Knowledge of CI/CD, DevOps, MLOps, and unit testing.
• Experience with 3D geometric ML architectures and neural networks like AE, VAE, MLP, CNN, transformer, GAN, diffusion models.
• Knowledge of generative AI.

Nice to have:

• Dental industry knowledge.
• C++ experience.
• Experience with TensorFlow, parallel computing, optimization algorithms, cloud deployment (AWS, Docker).

We offer:

• Dynamic and growth-oriented environment.
• Positive and responsible work atmosphere.
• Modern offices with latest technologies.
• Flexible hours and hybrid work options.
• Training, team events, sports, and work-life balance initiatives.
• Free drinks, snacks, and good transport links.

Note: If you are not a passport holder of the country for the vacancy, you might need a work permit. Please check our blog for more info. Do not provide bank or payment details when applying. All applications should be made via the 'Apply now' button.