AI Driven Manufacturing Engineer
hace 3 semanas
About this opportunity
We are looking for a Software Development Engineer to grow a team responsible for improving quality and introducing new features for Invisalign operation software. You will work in close collaboration with colleagues from a larger operation group and with clinical and manufacturing experts, focusing on algorithmic and machine learning solutions for optimizing the manufacturing processes and ensuring level of quality for them.
In this role, you will develop and fine-tune ML/DL models in a regulated process, contribute/commit into the code base, participate in commit review sessions and improve data and ML pipelines.
You will be applying machine learning approaches leading to improvements in orthodontic treatment and optimization of manufacturing (mainly image analysis), choose and justify appropriate neural network architectures, design and train ML models for image analysis, validate and analyze training results.
Collaborating with development team and supporting integration of the model into production pipeline, documenting and transferring technology to product groups across the company, helping to deliver a vision for our product evolution using machine learning.
Key Responsibilities
- Apply machine learning approaches leading to improvements in orthodontic treatment and optimization of manufacturing (mainly image analysis)
- Choose and justify appropriate neural network architectures, design and train ML models for image analysis
- Validate and analyze training results
- Collaborate with development team and support integration of the model into production pipeline
- Document and transfer technology to product groups across the company
Requirements
- Masters degree or higher in Computer Science, Statistics, Machine Learning, Statistical Data Modeling or related fields
- 4+ years of machine learning research practice (preferably in 3D graphics)
- Deep understanding of neural network architectures
- Relevant mathematical background for solving ML tasks
- Strong experience in the standard technological stack: python, git
About Align Technology
Align Technology is a publicly traded medical device company that is transforming smiles and changing lives. Our global team of talented employees develop innovative technology, tools and treatment options to help dental professionals worldwide achieve the clinical results they expect.
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