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.
About CubiCasa
CubiCasa is the global leader in residential indoor floor plan technology. Our mobile app enables professional floor plans and through a simple 5-minute scan. As we continue our expansion, we are establishing a dedicated, high-velocity SMB Sales Team in Michigan focused on our highest volume of individual accounts.
Skills Required
- 1-5 years 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 We Do
Clear Capital is a national real estate valuation technology company with a simple purpose: build confidence in real estate decisions to strengthen communities and improve lives. Our goal is to provide customers with a complete understanding of every U.S. property through our field valuation services and analytics tools, and improve their workflows with our platform technologies. Our commitment to excellence — wherever it leads, whatever it takes® — is embodied by nearly 800 team members and has remained steadfast since our first order in 2001.
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