Machine Learning Engineer II at Dandy

New York, New York, United States -

Full Time

Start Date

Immediate

Expiry Date

28 Feb, 26

Salary

0.0

Posted On

30 Nov, 25

Experience

2 year(s) or above

Remote Job

Yes

Telecommute

Yes

Sponsor Visa

Skills

Machine Learning, Python, PyTorch, Tensorflow, 3D Deep Learning, Computer Vision, Generative AI, MLOps, Data Evaluation, Attention to Detail

Industry

Medical and Diagnostic Laboratories

Description

Dandy is transforming the massive and antiquated dental industry—an industry worth over $200B. Backed by some of the world’s leading venture capital firms, we’re 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 world—empowering 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 team’s 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 Dandy’s 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 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 off—ensuring 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!

Responsibilities

You will build machine learning models to extract structure from unstructured 3D scans and other sensory data in dentistry. Additionally, you will research state-of-the-art methods for developing models for 3D generative AI tasks and conventional computer vision tasks.