Product Analyst, AI Quality

Clear Capital | CubiCasa; United States; On-site; USD 81,000 - 106,000; Full time

Benefits offered by this job

401k plans

Dental coverage

Vision coverage

Medical coverage

Job summary

CubiCasa is a global leader in residential indoor floor plan technology. The Product Analyst, AI Quality will translate product requirements into ML-actionable specs, manage data labeling roadmaps, and maintain exemplar outputs for AI-assisted features.

You will run model evaluations, coordinate with ML teams, and provide analysis to support the CubiCasa Photo Editing product line. Hybrid schedule in Michigan is available as the company scales its SMB team.

Qualifications

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

Responsibilities

• Run evaluation of model outputs and training runs against criteria and make go/no-go recommendations.
• Convert product requirements into ML-actionable specs — training objectives, acceptance criteria, edge cases, failure modes.
• Help scope datasets, write labeling guidelines, and define data quality standards.
• Plan data acquisition ahead of ML team needs.
• Procure and maintain a library of exemplar outputs for AI features.
• Coordinate resources for assessments at scale and track regressions.
• Run planning with ML team and resolve product questions.

Skills

Data/ML exposure

Written communication

Planning and coordination

Experience with data labeling

Real estate photography knowledge

Tools

ML tooling

Job description

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.