Posted 1 day ago
Sr. Machine Learning Engineer
EMEA-SpainOn-siteFull-time
AI Summary
We are looking for a Senior Machine Learning Engineer to grow a team responsible for improving quality and introducing new features for Invisalign operation software team.
About this role
We are looking for a Senior Machine Learning Engineer to grow a team responsible for improving quality and introducing new features for Invisalign operation software team. 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, integrate complex hardware and software systems using PLC, contribute/commit into the code base, participate in commit review sessions and improve data and ML pipelines.
Key Responsibilities
In this role, you will…
- 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
- Refactor C++ code and move it to Python
- Develop C# UI and business logic for Manufacturing automation
- Collaborate with development team, support integration of the model into production pipeline and integration of hardware using PLC code
- Document and transfer technology to product groups across the company
- Help to deliver a vision for our product evolution using machine learning
Skills, Knowledge & Expertise
In this role, you’ll need …
- Master's degree or higher in Computer Science, Statistics, Machine Learning, Statistical Data Modeling or related fields
- 6+ 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, C++, git
Sound like a good fit?
Great! Click the "Apply" link to let us know you are interested. Not the right fit?
Don’t worry, Align is quickly growing so we are creating more opportunities to expand our Align family. Please consider joining our Talent Network to receive notifications about future jobs or sharing this opportunity with others in your network.
About Align
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. Our digital ecosystem combines the power of technology to create beautiful smiles through the integration of AI and machine learning, digital imaging and visualization, biomechanics and material science to develop the Invisalign system, the most advanced clear aligner system in the world; iTero Intraoral Scanners and OrthoCAD digital services. Did you know? Align is the world’s largest manufacturer of custom 3D-printed materials.
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 things employees say make Align Technology a great place to work
Great! Click the "Apply" link to let us know you are interested. Not the right fit?
Don’t worry, Align is quickly growing so we are creating more opportunities to expand our Align family. Please consider joining our Talent Network to receive notifications about future jobs or sharing this opportunity with others in your network.
About Align
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. Our digital ecosystem combines the power of technology to create beautiful smiles through the integration of AI and machine learning, digital imaging and visualization, biomechanics and material science to develop the Invisalign system, the most advanced clear aligner system in the world; iTero Intraoral Scanners and OrthoCAD digital services. Did you know? Align is the world’s largest manufacturer of custom 3D-printed materials.
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 things employees say make Align Technology a great place to work