Machine Learning Engineer
HangSalary not specified
- Full Time
- Senior (5 to 8 years)
$232,500 – $258,800Compensation
Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
Healthcare Technology, Medical Devices, Dental IndustryIndustries
Requirements
Candidates should have 8+ years of experience, with at least 4 years in machine learning. Extensive experience in Python is required, along with experience in 2D deep learning and 3D geometric computer vision. Experience with 3D deep learning and PyTorch is preferred. A Master's or PhD in a related field is necessary, and candidates must have immaculate attention to detail and the ability to overlap with US Eastern Standard Time working hours.
Responsibilities
The Staff Machine Learning & Computer Vision Engineer will build computer vision models to extract structure from unstructured 3D scans. They will research state-of-the-art methods for developing models for 3D generative AI tasks and conventional computer vision tasks. The engineer will work with product and research teams to identify improvement opportunities in current and upcoming products. They will handle massive datasets to develop and fine-tune models for specific applications, develop evaluation methods to establish confidence in datasets and models, implement best practices for MLOps pipelines, and collaborate closely with product owners to deliver value quickly to Dandy’s customers.
Skills
Computer Vision
3D geometric computer vision
Generative deep learning
State-of-the-art machine learning
Data analysis
Model evaluation
Deep learning frameworks
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.
Key Metrics
New York City, New YorkHeadquarters
2020Year Founded
$4.2MTotal Funding
SEEDCompany Stage
Enterprise Software, HealthcareIndustries
1,001-5,000Employees