ML Engineer II
Role summary
Dandy is seeking an ML Engineer II to join its remote Machine Learning & Computer Vision team. This role focuses on advancing the company's 3D dental platform by automating manufacturing processes using AI. The successful candidate will develop ML models for 3D scans and sensory data, research generative AI and computer vision techniques, and implement MLOps pipelines. The position requires 2+ years of ML experience, proficiency in Python, and experience with PyTorch or TensorFlow. Experience with 3D deep learning and geometric computer vision is a plus. This is an opportunity to shape the future of dental manufacturing with cutting-edge AI applications.
About The Company
Dandy is revolutionizing the traditional dental industry, a sector valued at over $200 billion, by leveraging innovative technology to modernize and streamline dental practices worldwide. Supported by some of the most prominent venture capital firms, Dandy's mission is to simplify every aspect of dental operations, making them more efficient, effective, and accessible. As a global organization, Dandy is dedicated to building an advanced operating system tailored for dental offices, empowering clinicians and their teams with cutting-edge tools, innovative solutions, and world-class support. This commitment to transformation aims to enhance patient care, improve practice management, and foster growth within the dental industry.
About The Role
In the past three years, Dandy has established itself as a leader in digital-first custom dental appliance manufacturing. As the company scales to new heights, it is forming a world-class Machine Learning & Computer Vision team to advance its 3D dental platform and automate many human-driven manufacturing processes. This team operates remotely and tackles complex problems involving 3D geometric computer vision, generative deep learning, and state-of-the-art machine learning methods. The successful candidate will play a pivotal role in laying the foundation for this innovative team, establishing best practices, solving unique data challenges with industry-wide impact, and driving technological innovation. This position offers a unique opportunity to work on cutting-edge AI applications that will shape the future of dental manufacturing and patient care.
Qualifications
- 1+ year of machine learning experience or recent Master’s degree graduate for Machine Learning Engineer I
- 2+ years of machine learning experience or recent PhD graduate for Machine Learning Engineer II
- Proficiency in Python programming language
- Experience with PyTorch or TensorFlow frameworks
- Impeccable attention to detail and a commitment to delivering high-quality code and results
- Master’s degree or PhD in Computer Science, Computer Engineering, or related fields
- Experience with state-of-the-art 2D deep learning techniques; experience with 3D deep learning is a plus
- Experience with 3D geometric computer vision is advantageous
Responsibilities
- Develop machine learning models to extract structure from unstructured, information-dense 3D scans and sensory data specific to dentistry
- Research and implement state-of-the-art methods for 3D generative AI and conventional computer vision tasks
- Collaborate with product and research teams to identify opportunities for product improvements and new features
- Handle large datasets to develop generic and fine-tuned models tailored for specific dental applications
- Create evaluation frameworks to validate dataset quality and model performance, ensuring reliability and accuracy
- Implement and optimize MLOps pipelines to support scalable and efficient machine learning workflows
- Work closely with product owners and cross-functional teams to deliver impactful features rapidly to customers
Benefits
- Comprehensive healthcare coverage including dental, mental health support, and wellness programs
- Parental planning resources and family support initiatives
- Retirement savings options tailored to local markets
- Generous paid time off and flexible work arrangements
- Opportunities for professional growth and development in a pioneering industry
- Inclusive and diverse workplace culture committed to employee well-being
Equal Opportunity
Dandy is an equal-opportunity employer dedicated to fostering a diverse and inclusive work environment. We celebrate authenticity and are committed to ensuring that all qualified applicants receive consideration regardless of race, religion, color, national origin, gender, gender identity, sexual orientation, age, marital status, disability, veteran status, citizenship, or any other protected characteristic. We also adhere fully to the Americans with Disabilities Act (ADA), providing accommodations to support candidates throughout the hiring process. Our goal is to create an accessible, welcoming workplace where everyone can thrive.
