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Clear Capital | CubiCasa | restb.ai logo
Clear Capital | CubiCasa | restb.ai

Posted 1 month ago

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Product Analyst, AI Quality

Remote - USRemoteFull-time

AI Summary

The Product Analyst, AI Quality translates product requirements into ML-actionable specs, manages the data acquisition and labeling roadmap, maintains exemplar standards for AI photo-editing output, and evaluates model outputs to maintain a forward-looking ML queue for CubiCasa’s real estate photo-editing pipeline.

About this role

The Product Analyst, AI Quality is the operational bridge between product team’s intent and the Machine Learning (ML) team's day-to-day execution on our real estate photo-editing pipeline. This person translates product requirements into ML-actionable specs, manages the data acquisition and labeling roadmap, maintains the exemplar standard for what "good" output looks like, and runs evaluation of model outputs so the ML team always has a resolved, forward-looking queue of work. This role will also provide helpful research and analysis to the overall CubiCasa Photo Editing product set as needed.

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.

  • An innovative culture that understands the importance of quality of work over quantity.

  • Company supported and employee-driven ambassador groups that promote diversity, working on a hybrid schedule and philanthropy.Learning and development programs to help advance your career and personal growth.

    • What We Value

  • Lead with Collaboration! – Great ideas come from open discussion and teamwork.

  • Excellence in Simplicity! – Empowering real estate pros with fast, easy floor plans.

  • Relentless Growth! – Scaling innovation with over 1.2 million floor plans and 35,000+ partners.

  • Customers First, Always! – Listening, evolving, and delivering top-tier support.

    • Skills

    A/b TestingData AcquisitionData AnalysisEvaluation MetricsLabeling GuidelinesML Model EvaluationReal Estate Photo EditingSQL

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