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Senior Operations Associate - Machine Learning

DandyUSA - Remote
Remote Full-time

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Experience Level

Senior

Qualifications

Key Responsibilities:Lead ML Data Collection & Incubation Programs:Translate complex operational challenges into clear, actionable workstreams with defined success metrics. Design and implement data collection initiatives that support Dandy's priority ML projects. Track project health, assess operational efficiency, and identify potential risks during implementation. Compile progress updates into concise status reports to ensure alignment and maintain project timelines. Develop ML Workforce Training Programs:Create and facilitate training initiatives to enhance the skills of our manufacturing and DDC teams in ML-related tools and processes. Manage the entire process from needs assessment to delivery, adapting swiftly as necessary. Establish Model Testing Framework:Develop the operational structure for testing new ML models, ensuring they meet performance standards before deployment.

About the job

Dandy is building a comprehensive operating system for dental offices, aiming to modernize and support clinicians worldwide. With backing from leading venture capital, the company focuses on bringing advanced technology and practical tools to dental practices.

Role overview

The Senior Operations Associate - Machine Learning will join Dandy’s Special Operations team to help launch a machine learning-powered dental design engine. This role centers on driving operational transformation by defining clear problems, setting up effective data collection, and guiding a workforce of 400 designers as they adopt new ML tools.

What you will do

  • Define and manage workstreams for critical machine learning incubation projects
  • Gather and analyze data to inform project direction and measure impact
  • Coordinate and foster collaboration among stakeholders
  • Oversee projects from initial concept through to execution
  • Create training programs to upskill designers in ML workflows
  • Develop a testing framework to assess the readiness of new models for deployment

Requirements

  • Experience in machine learning operations or a related field
  • Strong ability to define operational problems and set up data collection strategies
  • Background in project management and cross-functional collaboration
  • Experience designing or delivering training programs

About Dandy

Dandy is at the forefront of innovation in the dental industry, leveraging technology to transform traditional practices. With significant backing from leading venture capital firms, we strive to simplify and enhance the operations of dental offices globally, ensuring better outcomes for clinicians, their teams, and patients alike.

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