AI/ML Engineer
Core
Build and operate production ML platforms to automate the dental lab workflow, specifically focusing on prescription extraction, scan quality checks, and restoration design mapping for 6,000+ customers.
Role type
Senior IC Machine Learning Engineer (Production Platforms)
Builds
Automated pipeline connecting intraoral scanners and lab management systems to design software
Domain
Healthcare manufacturing / Dental laboratory automation
Deliverable
production ML models
Required skills
Production ML platform operations, unstructured text extraction, evaluation rigour, multi-tenant model management, cross-squad alignment
Preferred skills
3D/geometry-based ML, healthcare data experience, inference cost management, on-premise to cloud migration
Technologies
Model registries, versioned datasets, CI for models, monitoring tools
Responsibilities
Build per-model accuracy reporting, create correction flywheels from customer feedback, standardize deployment paths across squads, solve multi-tenant model behavior, scale inference to cloud
Seniority
Senior, hands-on IC
