Machine Learning Engineer
hace 6 días
About Align Technology
Align Technology, Inc. is a publicly traded medical device company transforming smiles and changing lives globally.
Company Overview
We believe a great smile can transform a person's life, so we create technology that gives people the confidence to take on whatever's next. We revolutionized the orthodontic industry with the introduction of the Invisalign system, and we have never lost sight of that spirit of innovation.
Job Summary
We are seeking a Software Development Engineer to join our 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.
Key Responsibilities
- 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
About This Opportunity
This role involves applying machine learning approaches leading to improvements in orthodontic treatment and optimization of manufacturing (mainly image analysis). You will 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, and help deliver a vision for our product evolution using machine learning.
Requirements
- Master's 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
Compensation and Benefits
We offer an estimated annual salary of $140,000 based on location and market conditions. Additionally, you will receive comprehensive benefits, including health insurance, retirement plan, and paid time off.
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