Dandy · 2 days ago
Engineering Manager, Machine Learning Platform
United States
Full-time
Remote
Senior Level
$217K/yr - $255K/yr
5+ years expDandy is transforming the dental industry through technology and is seeking an Engineering Manager for their Machine Learning Platform. The role involves leading a team to build scalable ML infrastructure, collaborating with stakeholders, and overseeing the deployment of computer vision models.
Artificial Intelligence (AI)CADDentalHealth CareIndustrial AutomationLogisticsManufacturingSoftware
Responsibilities
Lead execution of the ML roadmap, with a focus on building scalable, production-grade ML Platform infrastructure for 3D deep learning and computer vision applications
Build and lead a high-performing ML Platform team, with an emphasis on reliability, reproducibility, and efficient model lifecycle management
Partner with product, engineering, and research stakeholders to translate ML innovations into robust, deployable systems that support key business objectives
Oversee the end-to-end deployment of computer vision models that extract structure from complex 3D scan data, ensuring production readiness and performance at scale
Drive experimentation and implementation of SOTA techniques for 3D generative AI, while ensuring they are integrated into robust ML Platform workflows
Collaborate cross-functionally to identify pain points and bottlenecks in current ML pipelines and deliver improvements through automation and tooling
Manage large-scale data pipelines, versioning, and labeling workflows to support both generalized and fine-tuned model development
Define and implement rigorous evaluation and monitoring strategies to maintain high model quality, mitigate drift, and ensure reliability in production
Establish and maintain best practices for CI/CD of ML models, including model versioning, rollback mechanisms, and monitoring for performance and integrity
Qualification
Required
Bachelor's in Computer Science, Electrical Engineering, Robotics, or a related field
5+ years of industry experience in applied machine learning, with at least 2+ years in a leadership or management role
Deep understanding of ML Platform best practices: CI/CD for ML, model deployment, observability, and lifecycle management
Strong people management skills with a track record of team development, hiring mentorship, and retention
Strong Python skills and experience with ML frameworks (PyTorch, TensorFlow, scikit-learn)
Hands-on experience with model optimization, hyperparameter tuning, evaluation, monitoring, and benchmarking
Familiarity with Docker, Kubernetes, Kubeflow, and cloud platforms (AWS, GCP, or Azure); preference for GCP tools (Vertex AI, BigQuery, Dataflow, GKE)
Demonstrated ability to lead cross-functional efforts across product, engineering, research, and operations
Benefits
Healthcare
Dental
Mental health support
Parental planning resources
Retirement savings options
Generous paid time off
Company
Dandy
More than a dental lab—Dandy is a tech-powered, end-to-end solution delivering high-quality, customized restorations at scale.
501-1000 employees
H1B Sponsorship
Dandy has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2021 (1)
Funding
Current Stage
Late StageTotal Funding
unknownKey Investors
GreenoaksPrimary Venture Partners
2025-05-02Series D
2022-08-17Series C
2022-01-20Series B
Leadership Team
Daniel Hanover
Co-Founder, Chief Executive Officer, Chief Technology Officer
Toni Oloko
Co-Founder
Recent News
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