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In this role, you will work on cutting-edge initiatives to fine-tune large language models by grounding advanced real-estate investment, property management, and renovation project domain logic.

Remote

Hiring companyTuring

Application processN/ANo approved reviews yet

Work experienceN/ANo approved reviews yet

About the role

The ideal candidate possesses deep experience in property analysis—spanning rental cash-flow modeling, NOI and cap-rate calculations, renovation budgeting, and financing structures—along with the ability to translate real-estate metrics into deterministic spreadsheet logic. You will play a direct role in evaluating and refining AI-generated tools, ensuring outputs match professional real-estate and design standards.

Engagement type: Contractor.

Responsibilities

In this role, you will serve as the real-estate and project management expert setting the quality benchmark for domain-specific AI applications. Your day-to-day responsibilities will include:

Authoring Skills & Guardrails: Defining discovery parameters (property specs, purchase price, financing terms, renovation scope) and financial guardrails (strict NOI bounds, vacancy caps, reserve allocations) for AI builders and canvases.
Context & Workflow Co-Design: Co-designing interview workflows and validating context files, including rent rolls, contractor bids, and financing schedules.
Grounding Golden Assets: Verifying cash-flow, NOI, and cap-rate formulas, renovation budget rollups, and validation lists across flagship cases like rental property analyzers and home project tools.
Quality Sign-Off: Reviewing and signing off on AI-generated outputs to ensure complete alignment with professional real-estate, property analysis, and design practices.

Required skills

Domain Expertise: Deep, hands-on familiarity with rental cash-flow modeling, net operating income (NOI), cap rates, contractor tracking, and renovation budgeting.
Writing & Logic Translation: Strong, concise professional writing skills with a proven ability to translate property investment rules and budgeting frameworks into deterministic spreadsheet formulas and validation structures.
Analytical Thinking: Strong capacity to structure financial guardrails (e.g., isolating NOI before debt service, separating maintenance reserves from CapEx, factoring vacancy allowances).

Experience and education

Core Experience: 5+ years in real-estate investment/analysis, property management, or interior and renovation project management.
Bachelor's degree or equivalent practical experience in any field.
Experience in AI evaluation, data annotation, content review, quality assurance, or a related analytical role is preferred but not required.

Equipment requirements

Technical Infrastructure: Personal desktop/laptop equipped with a stable, high-speed internet connection in a remote setup.

Assessment requirements

Shortlisted candidates will be sent a Job Interest Form.
Finalized talents will go through delivery interview & proceeded further accordingly.

Schedule details

Commitments Required: 40 hours per week with 8 hours of overlap with PST.

Engagement Length: upto 10 weeks.

Availability: Talent must have weekend on-call availability (part-time engagement is acceptable).

Eligibility

Work arrangement: Fully remote

More about the hiring companyTuring

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Thriveth may earn a referral payment if you use the referral link and meet the company’s conditions. Your choice does not improve your chances or change how this job is shown.

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Thriveth may earn a referral bonus if you use this link and meet Turing’s referral conditions. Using the referral link is optional and does not improve your selection chances or affect how we present the listing. Rewards vary by role. Turing determines whether a referral qualifies. Generally, the candidate must be new to Turing, the referral must be credited to the first referrer through Turing’s portal or public referral page, and the candidate must be hired, complete onboarding, and meet the required work milestone—normally at least 10 worked hours. Candidates already in Turing’s applicant system, already under consideration or otherwise known to Turing, current or former employees or contractors, and candidates who applied directly within the previous 90 days do not qualify under the reviewed terms. Referrers must obtain consent before submitting a candidate’s personal information. Rewards remain subject to Turing’s current terms, eligibility checks, and program changes; payment is not guaranteed. Thriveth is independent of Turing. Using it does not affect job order, ratings, reviews, or Thriveth picks.

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