[Remote] Machine Learning Engineer II at Dandy

United States

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$144,400 – $165,000Compensation

Mid-level (3 to 4 years)Experience Level

Full TimeJob Type

UnknownVisa

Dental Technology, Healthcare TechnologyIndustries

Requirements

2+ years of experience in Machine Learning, or new PhD graduate
Experience in Python
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

Key technologies and capabilities for this role

Machine LearningComputer Vision3D Geometric Computer VisionGenerative Deep Learning3D ScansSOTA MethodsPyTorchTensorFlowModel Fine-TuningLarge Datasets

Questions & Answers

Common questions about this position

What is the salary range for the Machine Learning Engineer II position?

The salary range is $144.4K - $165K.

Is this Machine Learning Engineer II role remote?

Yes, the position is fully remote.

What skills and experience are required for this Machine Learning Engineer II role?

Candidates need 2+ years of experience in Machine Learning or a new PhD graduate, experience in Python, and experience with either PyTorch or Tensorflow. A Masters or PhD in a related field is required, along with immaculate attention to detail.

What benefits does Dandy offer for full-time positions like this one?

Dandy offers comprehensive benefits including healthcare, dental, mental health support, parental planning resources, retirement savings options, and generous paid time off, tailored to each country.

What makes a strong candidate for the Machine Learning Engineer II role at Dandy?

Strong candidates have 2+ years in ML or a new PhD, Python experience, PyTorch or Tensorflow proficiency, a Masters or PhD, and attention to detail. Experience in SOTA 2D/3D deep learning or 3D geometric Computer Vision is a plus.

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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