AI Quality Product Analyst - Shape ML Outputs & Data Standards

Clear Capital | CubiCasa; United States; Hybrid; 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

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.