What You Will Work On

• Run evaluation of model outputs and training runs against agreed criteria, and make go/no-go recommendations.
• Convert product requirements (quality targets, feature specs, editing behavior expectations) into concrete, ML-team-actionable specs — training objectives, acceptance criteria, edge cases, and failure modes.
• Help scope datasets, write labeling guidelines, and define data quality standards alongside the ML team.
• Plan data acquisition — what data is needed, from where, in what volume, and at what cadence — ahead of the ML team’s need whenever possible.
• Procures and maintains a definitive library of exemplar outputs for AI assisted features and keeps this library current.
• Coordinate resources involved in assessments at scale and track regressions.
• Run planning with the ML team and serve as the first line of product-question resolution.

Who We Are Looking For

• 1–5 years of experience in a product analyst, technical PM, or related operational role with exposure to data/ML.
• Background in real estate photography, commercial photo editing, or visual media workflows.
• Comfort evaluating structured data against defined standards and documenting reasoning clearly.
• Strong written communication for writing specs and guidelines.
• Organized and proactive; comfortable running planning cadences.
• Familiarity with basic ML/data concepts (labeling, model evaluation).
• Experience coordinating with operations/production teams on review-at-scale work.

What You Can Expect

Compensation: The base salary for this position ranges from $81,000-$105,600, depending on your location, experience, and qualifications.

Inclusive benefits package offerings 401k plans and customizable benefits including dental, vision, medical, etc. for you and your dependents.