
Real Estate Broker Expert - Remote Contract
Listing checked September 22, 2026 · pay as published by AfterQuery
Overview
AfterQuery hires licensed brokers to craft realistic residential and commercial transaction scenarios that test how frontier AI models handle real estate judgment. You will write listing-to-closing narratives, create reference answers that explain the contractual and market reasoning behind each decision, and grade model output against agency obligations, disclosure rules, and state practice standards. The contract runs 10 hours per week, remote and async, with pay from $80 to $120 per hour through Stripe. Your work shapes how AI systems learn to spot compliant advice versus advice that only sounds plausible.
What You'll Do6
- 1Author realistic transaction scenarios that follow a property from listing through offer, negotiation, inspection, financing, and closing.
- 2Write reference answers that lay out the contract terms, market factors, and broker judgment behind each decision.
- 3Grade model responses for accuracy and adherence to agency obligations and disclosure rules.
- 4Flag advice that reads as plausible but breaches fiduciary duties or state disclosure requirements.
- 5Apply direct broker experience to assess negotiation strategy, contingency handling, and document compliance.
- 6Document transaction reasoning in clear written English for model training and evaluation.
Requirements8
- 1Active real estate broker license in at least one US state.
- 22+ years of experience with residential or commercial transactions.
- 3Depth in contracts, disclosures, agency duties, and negotiation practice.
- 4Clear written English for documenting transaction reasoning.
- 5At least 10 hours of availability each week.
- 6Managing broker or brokerage ownership background (preferred).
- 7Experience in both residential and commercial deals (preferred).
- 8Licenses or practice history in more than one state (preferred).
Who Should Apply
The ideal candidate holds an active broker license and has closed residential or commercial deals for at least two years, with sharp instincts for contracts, disclosures, and agency duties. Brokers who have owned a brokerage or managed other agents bring useful perspective, and experience in multiple states helps when scenarios turn on local rules. The role fits someone who can commit 10 hours each week and write precise English explanations for each judgment call. Candidates without a current license, or those who only have sales agent experience, will not pass the credential screen. A common reason for rejection is a thin transaction history that leaves contract and disclosure reasoning shallow; another is writing samples that state conclusions without showing the contractual basis.
Salary Insight
The pay range is $80 to $120 per hour, sent each week through Stripe. That bracket reflects the specialized nature of licensed broker input for AI model evaluation, where domain experts who can write detailed reasoning tend to sit above general annotation rates. The contract gives you control over hours each week, so the total depends on how many scenarios you take on.
Pay and demand for Real Estate roles
AggregatedThis role: $80–120/hr. The band is withheld because fewer than 5 similar roles publish USD pay.
The demand numbers below are live.
- Live similar roles
- 5
- Listed in last 30 days
- 3
- Remote
- 80%
Hiring most right now: AfterQuery (3) · micro1 (1) · Prose Integrated (1)
Most requested skills · share of roles
- property management60%
- case study design40%
- model evaluation40%
- property valuation40%
Figures from Real Estate roles live on NearSkill when this page loaded. A role can close before you apply, so check the listing itself.
Compare your resume against these rolesLocation
Compensation
$80–120/hr
Required Skills
Application Tip
Upload your active broker license and include the license number, state, and expiration date in your profile. In your application, name two or three real transactions you handled and describe the contract or disclosure issue that made each one difficult. That concrete proof of broker-level reasoning raises fit scores more than a general summary of sales volume.
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2Screened before the employer sees it
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3Outcome by email
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