Senior Machine Learning Engineer I at Dandy

New York, New York, United States

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$144,400 – $213,000Compensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

Dental, Healthcare, TechnologyIndustries

Requirements

3+ years experience, 2+ in Machine Learning
Extensive experience in Python
Extensive experience with either PyTorch or Tensorflow
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 (plus)
Experience with 3D geometric Computer Vision (plus)

Responsibilities

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

Skills

Machine Learning

Computer Vision

Deep Learning

Generative AI

3D Geometric Processing

Model Fine-tuning

SOTA Methods

Dataset Evaluation

3D Scans

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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