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Principal Product Manager, Foundational ML Models at Dandy

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This job has been flagged as not truly remote - Only available to specific countries (about 8 hours ago)
USA - Remote United States πŸ“ US Full time Lead USD202,100 - USD245,000 Posted  Apply before Oct 12, 2025

Job Description


Overview

Dandy is hiring a Principal Product Manager, Foundational ML Models to lead product strategy and execution at the intersection of CAD, machine learning, and prosthetic design. You will define the long-term vision for ML-driven CAD experiences, partner with ML, CAD, and engineering teams, and deliver scalable systems that revolutionize digital dental design. This role is ideal for a product leader who thrives in fast-paced, collaborative environments and who wants to build 3D generative AI products powered by a unique prosthetic dataset.

Responsibilities

  • Own product vision and strategy - define and execute the roadmap for ML-driven CAD prosthetic design aligned with company priorities and customer needs.
  • Drive product delivery - manage the full product lifecycle from ideation to launch and iteration, delivering measurable outcomes and high adoption.
  • Partner with engineering - collaborate with CAD, ML, and full-stack teams to ship scalable, high-performance tools that enable accurate, fast, and intuitive dental design.
  • Understand users - learn internal designer and clinician workflows, translate needs into clear product requirements, and run customer discovery and research.
  • Measure impact - use data and qualitative insights to define success metrics, measure results, and iterate quickly.
  • Coordinate partners - interface with vendors and external partners to evaluate integrations and complementary technologies.
  • Champion innovation - foster experimentation, 0-to-1 thinking, and continuous learning across the product and engineering organization.

Qualifications

  • 5+ years product management experience, including owning software products from MVP to general release and beyond.
  • Technical competence and comfort discussing APIs, ML concepts, and CAD workflows with engineering partners.
  • Strong bias for action, proven track record of shipping results in ambiguous environments, and ability to drive cross-functional alignment.
  • Excellent communication, stakeholder management, and project prioritization skills.
  • Analytical mindset with experience using data to drive decisions, define experiments, and measure impact.
Bonus points
  • Experience building 3D or CAD design systems, especially from 0 to 1.
  • Background in operationally intensive companies or prior work in dental or medical industries.

Company and team

Dandy is building the operating system for dental practices, combining automation, software, and advanced materials to scale digital dental manufacturing. You will join a top-tier ML group and a unique opportunity to work with the world’s largest labeled prosthetic dataset to push 3D generative AI forward.

Compensation and benefits

U.S. salary range: USD 202,100 - 245,000. The role also offers equity and may include bonus. Dandy provides comprehensive benefits tailored to each country, typically including healthcare and dental coverage, mental health support, parental planning resources, retirement savings options, generous paid time off, learning and development support, and other employee programs.

How to apply

Apply via the Dandy Careers page. Include your resume and any relevant product, ML, or CAD work samples. Req ID: J-522.

Diversity and accessibility

Dandy is an equal opportunity employer and will provide reasonable accommodations during the hiring process upon request.

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