---
title: 'Product Analyst, AI Quality at Clear Capital | CubiCasa  | restb.ai'
canonical: 'https://feeny.ai/job/product-analyst-ai-quality-clear-capital-cubicasa-restb-ai-united-states-j6g6haemqj33'
type: 'job'
last_seen: '2026-09-08'
---

# Product Analyst, AI Quality at Clear Capital | CubiCasa  | restb.ai

- **Company:** Clear Capital | CubiCasa  | restb.ai
- **Location:** United States
- **Employment:** full-time
- **Work type:** remote
- **Posted:** 2026-08-03
- **Last confirmed live:** 2026-09-08
- **Apply:** https://jobs.lever.co/clearcapital/ff82c6ec-d9f2-411e-87c3-11165d0cb5d8

## 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.

## About Clear Capital | CubiCasa  | restb.ai

## Company Overview
- **One-liner**: Clear Capital is a national real estate analytics, data solutions, and valuation technology company that provides property intelligence through its own platform and subsidiaries CubiCasa (3D floor plans) and Restb.ai (AI-powered computer vision).
- **Entity Type**: Private (backed by GTCR via a strategic investment in 2025)
- **Headquarters**: Reno, Nevada, USA
- **Founded**: 2001
- **Founders**: Not publicly available

## Core Business
- **Industry**: Real estate valuation technology, property data analytics, appraisal management, AI-powered property insights
- **Target Customers**: B2B – lenders, appraisers, real estate agents, MLSs, mortgage servicers, and other financial institutions in the U.S. housing market
- **Mission**: “Build confidence in real estate decisions to strengthen communities and improve lives.”

## Products & Services
- **Clear Capital Valuation Platform**: Cloud-based appraisal management and automated valuation review tools that enable faster, more accurate property valuations.
- **Property Data Services**: Extensive database of over 3 billion property records covering 50+ years, including 2 petabytes of data from boots-on-the-ground appraisers.
- **CubiCasa**: Mobile app that generates ANSI-aligned 3D floor plans and virtual tours using only a smartphone. Acquired in 2021.
- **Restb.ai**: AI-powered computer vision technology that analyzes property images to extract visual insights (e.g., condition, features, quality). Processes over 2 billion property photos monthly. Acquired in 2026.

## Market Standing
- **Valuation**: Not publicly disclosed (private company)
- **Key Metric**: Strategic investment from GTCR in 2025 (amount not disclosed); combined data assets exceed 3 billion property records and 2 petabytes.
- **Notable Investors/Partners**: GTCR (strategic investor); partners include Freddie Mac and Fannie Mae for data collection standards.
- **Growth Signals**: 
  - Acquisition of Restb.ai (May 2026) to add AI computer vision capabilities.
  - Continued integration of CubiCasa floor plan technology into lender workflows.
  - Expansion of data-driven valuation products and automated appraisal review solutions.

## Competitive Advantages
- **Unmatched Data Scale**: Over 3 billion property records and 2 petabytes of first-party data collected over 20+ years from certified field agents.
- **End-to-End Property Intelligence**: Unique combination of valuation analytics, mobile floor plan capture (CubiCasa), and AI image analysis (Restb.ai) – a “complete snapshot” of a property.
- **Boots-on-the-Ground + Tech**: Proprietary national network of property data collectors combined with AI and machine learning provides both accuracy and scale.
- **Industry Trust**: Serves a highly regulated industry with a track record since 2001, supporting both GSEs (Freddie Mac, Fannie Mae) and lenders.

## Strategic Focus
- **AI Integration**: Embedding Restb.ai’s computer vision into its core valuation and floor plan products to reduce blind spots and increase decision accuracy.
- **Platform Expansion**: Building a unified technology suite that covers valuation, floor plans, and visual intelligence, all through a single provider.
- **Data Monetization**: Leveraging its massive property database for analytics, automated valuations, and insights for lenders and real estate professionals.
- **Modernization of Valuation**: Replacing traditional paper-based processes with digital, AI-driven workflows that are faster and more transparent.

## Why Work Here
- **Culture**: Described as a union of Lake Tahoe’s outdoor, tenacious spirit and Silicon Valley’s problem-solving mindset. Emphasis on teamwork, transparency, and continuous learning.
- **Remote-First Flexibility**: Offers fully remote positions across certain U.S. states; hybrid options available at the Reno HQ.
- **Benefits**: Comprehensive health insurance (dental, vision, life), generous flexible PTO, paid holidays, 401(k) with company match, and investment in professional development.
- **Growth Opportunities**: The company values learning and provides self-paced training, leadership development, and clear paths for career progression across its three brands.
- **Mission-Driven Work**: Employees contribute to removing bias in property valuations and helping build stronger communities through accurate real estate decisions.

## Sources
1. [clearcapital.com – About Clear Capital](https://www.clearcapital.com/company/about-clear-capital/)
2. [clearcapital.com – Technology Solutions](https://www.clearcapital.com/)
3. [clearcapital.com – Acquisition of Restb.ai](https://www.clearcapital.com/clear-capital-acquires-ai-powered-computer-vision-real-estate-leader-restb-ai/)
4. [clearcapital.com – Corporate Careers](https://www.clearcapital.com/company/corporate-careers/)
5. [jobs.lever.co – Clear Capital Careers](https://jobs.lever.co/clearcapital)

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