Machine Learning Engineer – Advanced Manufacturing AI
Align Technology · Erevan
Job description
About the role
Join Align Technology's global Manufacturing Software Development team to research, develop, validate, and deploy machine learning solutions for complex medical device manufacturing and CAD/CAM applications. You will work at the intersection of computer vision, 3D geometry, multimodal AI, and advanced manufacturing.
Key responsibilities
- Research and apply state‑of‑the‑art ML techniques to improve manufacturing processes.
- Design, develop, and optimise deep‑learning models for 3D meshes, images, and tabular data.
- Develop multimodal AI solutions that combine multiple data sources.
- Validate models, analyse performance, investigate errors and drive continuous improvement.
- Collaborate with software engineers, architects, and product teams to integrate models into 3D CAD/CAM systems.
- Maintain robust ML development and experimentation workflows throughout the model lifecycle.
Required profile
- Master's degree or PhD in Computer Science, Machine Learning, AI, Statistics, Applied Mathematics, Data Science or related field.
- 4‑6 years of industry experience delivering ML solutions in commercial environments.
- Strong background in deep‑learning for computer vision or geometric processing.
- Excellent analytical, written and verbal communication skills (English B2+).
Required skills
- Python (including PyTorch, OpenCV, Trimesh)
- Cloud platforms: AWS and Azure
- Version control: Git / GitHub
- Operating systems: Windows, Linux
- C++ integration experience (preferred)
- SQL and large‑scale data processing (preferred)
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Align Technology
Erevan