Senior Machine Learning & Computer Vision Engineer

Summary

Join Dandy's world-class Machine Learning & Computer Vision team as we scale our leading digital-first custom dental appliance manufacturing platform. You will build computer vision models to extract structure from 3D scans, research cutting-edge methods for 3D generative AI, and collaborate with product and research teams. This role involves working with massive datasets, developing evaluation methods, implementing MLOps best practices, and delivering value to customers. You'll establish best practices and solve complex data problems with industry-wide impact. The position offers a remote work opportunity with a focus on overlapping with US Eastern Standard Time.

Requirements

• 3+ years experience, 2+ in ML
• Extensive experience in Python
• Experience with 2D Deep Learning
• Experience with 3D geometric Computer Vision
• Have immaculate attention to detail and take pride in delivering excellent code and results
• Masters or PhD in related field
• Ability to overlap with US Eastern Standard Time working hours

Responsibilities

• Build Computer Vision models to extract structure from unstructured, information-dense 3D scans
• 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

Preferred Qualifications

• Experience with 3D Deep Learning
• Experience with PyTorch

Benefits

• Healthcare
• Dental
• Parental planning
• Mental health benefits
• A 401(k) plan
• Paid time off