Real Estate Investment AI Evaluation Expert

About OpenTrain
OpenTrain is the centralized, open platform where AI training and data-labeling freelancers find work, consolidate opportunities across platforms, and build a unified AI training portfolio they control. We make specialized AI training work easier to track, apply for, and grow into a durable freelance career.

About this role
OpenTrain is recruiting for a Real Estate Investment AI Evaluation Expert to help ground large language models in real estate investment, property management, and renovation project logic. You will define parameters and financial guardrails for AI tools, validate domain context, verify formulas and budget rollups, and review generated outputs against professional real estate, property analysis, and design practices. The work combines subject matter expertise with structured quality review of AI generated applications and supporting business logic.

What you will do
Define discovery parameters covering property specifications, purchase price, financing terms, and renovation scope. Establish financial guardrails for NOI, vacancy allowances, maintenance reserves, capital expenditures, and related property metrics. Validate context materials such as rent rolls, contractor bids, and financing schedules. Verify rental cash flow, NOI, cap rate, renovation budget, and validation list logic. Review AI generated tools and outputs for professional accuracy. Translate property investment rules and budgeting frameworks into deterministic spreadsheet formulas and validation structures.

Required skills
At least five years of experience in real estate investment or analysis, property management, or interior and renovation project management. Hands on knowledge of rental cash flow modeling, net operating income, cap rates, contractor tracking, renovation budgeting, and financing structures. Ability to separate NOI before debt service, maintenance reserves, capital expenditures, and vacancy allowances when designing financial logic. Strong concise professional writing and the ability to express domain rules as formulas and validation criteria. A bachelor's degree or equivalent practical experience. Reliable desktop or laptop equipment and a stable, high speed internet connection for remote work.

Helpful background
Experience with AI evaluation, data annotation, content review, quality assurance, or another analytical role is helpful. Familiarity with rental property analyzers, home project tools, or similar real estate workflows can support the work.

Schedule and engagement
This contractor engagement calls for 40 hours per week, including eight hours of overlap with Pacific Time, with weekend on call availability. Part time engagement may be acceptable, and the engagement length is up to 10 weeks.

Why work with OpenTrain
OpenTrain gives freelancers one place to manage AI training opportunities instead of rebuilding proof of work on every platform. A stronger OpenTrain profile helps you show credible experience, discover roles that match your skills, and turn AI training and data-labeling work into a long-term portfolio.