[Remote] Senior Engineering Manager - Computer Vision / Machine Learning at Dandy

United States

Dandy Logo
$216,800 – $296,000Compensation
Expert & Leadership (9+ years)Experience Level
Full TimeJob Type
UnknownVisa
Dental Technology, Manufacturing, Artificial Intelligence, SoftwareIndustries

Requirements

Candidates must possess a Bachelor's degree in Computer Science, Electrical Engineering, Robotics, or a related field with a strong focus on computer vision or machine learning. An extensive background in SOTA 2D deep learning and/or experience with 3D deep learning is required, along with 8+ years (or 6 years + PhD) of industry experience in applied machine learning, including at least 2 years in a leadership or management role. Strong people management skills with a proven track record of team development, mentorship, and retention, as well as the ability to lead cross-functional efforts across product, engineering, research, and operations are essential. Proficiency in Python coding and experience with ML frameworks like PyTorch are necessary. Experience working with 3D data and 3D ML frameworks is preferred.

Responsibilities

The Senior Engineering Manager will lead the execution of the ML roadmap, managing a team focused on 3D deep learning and computer vision. They will partner with product, engineering, and research stakeholders to align technical strategy with business goals and lead and grow a high-performing team of ML scientists, engineers, and researchers. Responsibilities include driving the development of computer vision models to extract structure from unstructured, information-dense 3D scans, researching and implementing state-of-the-art methods for 3D generative AI and conventional computer vision tasks, and collaborating with product and research teams to identify opportunities for product improvement. The role also involves managing large-scale datasets for model development and fine-tuning, developing evaluation methods for datasets and models, and implementing best practices for MLOps pipelines to ensure robust and scalable model deployment.

Skills

Machine Learning
Computer Vision
3D Deep Learning
3D Generative AI
Python
TensorFlow
PyTorch
Data Science
Leadership
Team Management
Roadmap Execution
Technical Strategy
Problem Solving

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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