Dandy is transforming the dental industry by simplifying and modernizing dental practices through technology. The company is building a world-class Machine Learning & Computer Vision team to enhance its 3D dental platform and automate human-driven processes in manufacturing.
Requirements
- Experience in Python
- Experience with either PyTorch or Tensorflow
- Experience in SOTA 2D deep learning and/or experience with 3D deep learning is a plus
- Experience with 3D geometric Computer Vision is a plus
Responsibilities
- Build machine learning models to extract structure from unstructured, information-dense 3D scans as well as other sensory data in dentistry
- Research SOTA methods for developing models to accomplish 3D generative AI tasks as well as conventional computer vision tasks.
- Work with product and research teams to identify opportunities for improvement in our current product line and for enabling upcoming product lines
- Work with massive datasets to develop both generic models as well as fine tune models for specific applications
- Develop evaluation methods which allow us to establish confidence in our datasets and models
- Implement best practices for our MLOps pipelines
- Work closely with product owners on a feature focused team to deliver value quickly to Dandy’s customers
Other
- 2+ years of experience in Machine Learning, or new PhD graduate
- Have immaculate attention to detail and take pride in delivering excellent code and results
- Masters or PhD in related field
- Dandy is proud to be an equal-opportunity employer.
- We are committed to building a diverse and inclusive culture that celebrates authenticity to win as one.
