Dandy

Senior Machine Learning & Computer Vision Engineer

United States

$185,000 – $232,500Compensation
Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
Healthcare TechnologyIndustries

Position Overview

  • Location Type: Remote
  • Job Type: Full-Time
  • Salary: $185K - $232.5K

Dandy is transforming the massive ($200B) but antiquated dental industry. Backed by some of the world's leading venture capital investors, we are on an ambitious mission to integrate and simplify every function of the dental practice through technology. By building the operating system for every dental office in America, Dandy is empowering dentists with technology, innovation, and world-class support to achieve more for their practice, 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.

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.

Requirements

  • Experience: 3+ years experience, 2+ in ML
  • Programming Languages: Extensive experience in Python
  • Deep Learning: Experience with 2D Deep Learning
  • 3D Computer Vision: Experience with 3D geometric Computer Vision
  • Deep Learning (Preferred): Experience with 3D Deep Learning
  • Frameworks: Experience with PyTorch
  • Skills: Immaculate attention to detail and take pride in delivering excellent code and results

Application Instructions

  • (Details not provided in the original job description)

Company Information

Dandy offers a wide range of best in class, comprehensive and inclusive employee benefits including healthcare, dental, parental planning, mental health benefits, a 401(k) plan, and paid time off.

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.

Skills

3D computer vision
generative deep learning
machine learning
3D geometric computer vision
model development
dataset handling
evaluation methods

Dandy

Digital dental lab services and software

About Dandy

Dandy provides digital dentistry solutions to dental practices across the United States, enabling them to transition from traditional methods to modern digital techniques. Their services include digital scanning, design, and manufacturing of dental prosthetics such as dentures and implants. Dandy's proprietary Chairside software simplifies the scanning process, allowing dental professionals to perform complex procedures with greater accuracy and efficiency. Unlike competitors, Dandy offers their Chairside software for free, making it easier for practices to scan patients and submit lab cases. The company generates revenue through the manufacturing and sale of dental products based on these digital scans, along with providing clinical support and live scan feedback. Dandy's goal is to enhance patient experiences and improve operational efficiency for dental practices by facilitating the adoption of digital dentistry.

New York City, New YorkHeadquarters
2020Year Founded
$4.2MTotal Funding
SEEDCompany Stage
Enterprise Software, HealthcareIndustries
1,001-5,000Employees

Benefits

Medical, dental, & vision coverage
Parental planning
Mental health benefits
401(k) plan
PTO
Fitness reimbursements

Risks

Competition from established companies like Align Technology is increasing.
Data privacy concerns are rising with digitalization in the dental industry.
Rising raw material costs could impact Dandy's profit margins.

Differentiation

Dandy offers a unique end-to-end digital dental lab service.
Their Chairside software simplifies the scanning process for dental professionals.
Dandy provides free software, earning revenue from dental prosthetics sales.

Upsides

Growing demand for digital dental solutions aligns with Dandy's offerings.
Personalized dental care trend supports Dandy's customized prosthetics services.
AI integration in dental imaging complements Dandy's digital scanning technology.

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