Dandy is transforming the massive and antiquated dental industryâan industry worth over $200B. Backed by some of the worldâs leading venture capital firms, weâre on an ambitious mission to simplify and modernize every function of the dental practice through technology. As we expand our reach globally, Dandy is building the operating system for dental offices around the worldâempowering clinicians and their teams with technology, innovation, and world-class support to achieve more for their practices, their people, and their patients.
About the Role
In the past 3 years, Dandy has built the leading digital-first custom dental appliance manufacturer. As we go through our next level of scale, Dandy is building a world class Machine Learning & Computer Vision team to enhance our 3D dental platform and automate many of the human-driven processes in our manufacturing today.
The global, remote team tackles problems involving 3D geometric computer vision, generative deep learning, and SOTA machine learning methods. As a part of this newly created team, you will play a key role in laying the foundation that will drive the teamâs success. You will establish best practices, solve ambiguous data problems that have never been solved before with industry wide impact, and be given the freedom to innovate.
What You'll Do
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 Dandyâs customers
What We're Looking For
2+ years of experience in Machine Learning, or new PhD graduate
Experience in Python
Experience with either PyTorch or Tensorflow
Have immaculate attention to detail and take pride in delivering excellent code and results
Masters or PhD in related field
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
Req ID: J-849
For full-time positions, Dandy offers a wide range of best-in-class, comprehensive, and inclusive benefits tailored to each country where we operate. Our local benefits packages typically include healthcare, dental, mental health support, parental planning resources, retirement savings options, and generous paid time offâensuring our team members are supported no matter where they live and work.
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. We do not discriminate on the basis of race, religion, color, national origin, gender, gender identity, sexual orientation, age, marital status, disability, protected veteran status, citizenship or immigration status, or any other legally protected characteristics.
Dandy also fully complies with the Americans with Disabilities Act (ADA). We are dedicated to embracing challenges and creating an accessible, inclusive workplace for all individuals. If you require any accommodations for your interview or have any questions beforehand, rest assured that we will do everything we can to meet your needs. Visit Dandy Careers for more!
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