Staff Software Engineer - Computer Vision

March 12

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Dandy

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Dandy is a digital dental laboratory revolutionizing how dental practices scan, order, and collaborate on lab work. Dandy provides innovative technologies like intraoral scanners and digital workflows to thousands of dental practices, enhancing patient care and practice efficiency. The company offers a range of dental services and products, including crowns, dentures, and sleep apnea devices, with a focus on precision and fast turnaround times. Dandy's advanced digital dental technology supports real-time communication and design approvals, enabling dental professionals to deliver consistent, high-quality restorations and improve patient experiences.

Technology • Orthodontics • Dental Technology • Dental Laboratory • Digital Dentistry

501 - 1000 employees

⚕️ Healthcare Insurance

💰 Venture Round on 2019-12

📋 Description

• Dandy is transforming the massive ($200B) but antiquated dental industry. • In the past 3 years, Dandy has built the leading digital-first custom dental appliance manufacturer. • The team tackles problems involving 3D geometric computer vision, generative deep learning, and SOTA machine learning methods. • You will establish best practices, solve ambiguous imaging and rendering problems that have never been solved before with industry-wide impact, and be given the freedom to innovate. • Make technical decisions on algorithmic strategy and data representations to help drive to business value quickly. • Setting up systems and best practices to accelerate interdisciplinary teams’ velocity. • Guide junior engineers to bring research code into production. • Implement current CV, ML, Inverse Rending and PBR approaches to solve the problems related to creating aesthetic dental restorations. • Recover the optical properties of human teeth from images, 3D textures, and meshes. • Learning the influence of lighting conditions on true color as it relates to teeth. • Learning the mapping between true color and manufacturing paints/ink and manufacturing processes. • Develop realistic rendering pipelines to aid in the design of color and optical properties of teeth to match patients.

🎯 Requirements

• 10+ years experience in software development • 3+ years of experience in rendering or rendering adjacent projects (reconstruction, optical property rectification, ray tracing/casting, etc) • 3+ years of experience in 2D or 3D computer vision • Experience bringing research product to market • Experience with one or more of the following: • Simulating/modeling optical properties of materials under different lighting conditions • Inverse rending, scene/object reconstruction from photos • Photo realistic rendering • Normalization of true color/material properties from different types of cameras/sensors. • Mapping desired optical properties of materials to inputs for manufacturing processes with the intent of controlling/matching the optical properties of the outputs from said manufacturing processes. • Experience with neural rendering, NeRFs, lighting reconstruction, or a similar field in computer graphics.

🏖️ Benefits

• healthcare • dental • parental planning • mental health benefits • a 401(k) plan • paid time off