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Helping dentists achieve more by making the entire lab process digital — and effortless.
Engineering Manager, Machine Learning
Location
Worldwide
Posted
168 days ago
Salary
$216.8K - $255K / year
Seniority
Senior
Job Description
Engineering Manager, Machine Learning
Dandy
• Lead execution of the ML roadmap, managing a team focused on 3D deep learning and computer vision. • Partner with product, engineering, and research stakeholders to align and execute technical strategy with business goals. • Lead and grow a high-performing team of ML scientists, engineers, and researchers. • Drive the development of computer vision models to extract structure from unstructured, information-dense 3D scans. • Research and implement state-of-the-art methods for developing models to accomplish 3D generative AI tasks as well as conventional computer vision tasks. • Collaborate with product and research teams to identify opportunities for improvement in our current product line and for enabling upcoming product lines. • Manage large-scale datasets to develop both generic models as well as fine-tune models for specific applications. • Develop evaluation methods to establish confidence in our datasets and models. • Implement best practices for our MLOps pipelines, ensuring robust and scalable deployment of models.
Job Requirements
- Bachelor’s degree in Computer Science, Electrical Engineering, Robotics, or a related field with a strong focus on computer vision or machine learning.
- Extensive experience in SOTA 2D deep learning and/or experience with 3D deep learning
- 6+ years (or 5 years + PhD) of industry experience in applied machine learning, with at least 1 year in a leadership or management role.
- Strong people management skills with a track record of team development, mentorship, and retention.
- Demonstrated ability to lead cross-functional efforts across product, engineering, research, and operations.
- Strong coding skills in Python and experience with ML frameworks like PyTorch
- Experience working with 3D data (point clouds, meshes, depth maps, volumetric data) and 3D ML frameworks is preferred
Benefits
- healthcare
- dental
- mental health support
- parental planning resources
- retirement savings options
- generous paid time off
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