Real Estate Expert - AI Training

In this remote contractor role, you will design realistic, complex AI-training tasks drawn from your own working experience in the Real Estate and Rental and Leasing sector. Each task recreates a genuine workplace request and the finished work product a competent professional would produce in response, so that AI models can be trained and measured against real professional standards.

A complete task includes four parts:

An authentic workplace request, written the way a client, broker, principal, or colleague would actually phrase it

The source files needed to complete the request, such as listing data, comparables, lease documents, property financials, disclosures, correspondence, or marketing briefs

An ideal finished deliverable, produced to the standard you would send to a client or supervising broker

Simple evaluation criteria that define what a correct and complete response must contain

Typical subject matter spans residential and commercial brokerage, listing and buyer representation, comparative market analysis and pricing, offer and negotiation workflows, transaction coordination and closing, leasing and tenant screening, property management, and disclosure and compliance work.

Tasks are intentionally realistic and detailed, taking up to four hours each to build. Contributors are paid per accepted task.

Profile Requirements

Based in the United States

Native or native-level English

Real work or project experience in the US Real Estate and Rental and Leasing sector, with direct familiarity with the documents, systems, and workflows used in practice

Ability to write authentic workplace requests and produce polished deliverables that reflect genuine professional standards

Exceptional attention to detail, including accuracy of figures, terminology, and document structure

Ability to define clear, objective criteria for what makes a deliverable correct

Reliable and self-directed, with consistent output quality in a remote, asynchronous workflow

Preferred Experience

Active or previously held real estate salesperson or broker license, with state stated

Experience across more than one property type or transaction type, for example residential resale, commercial leasing, or property management

Prior experience with AI data training, annotation, or model evaluation

Application Notes

Please make the following explicit in your resume:

Any licensing, including type, state, and current status

Real estate roles held, property and transaction types handled, and years in each

Please kindly note that only qualified candidates will be contacted. Our team will contact you when a matching project opens.

About CNTXT AI

CNTXT AI builds artificial intelligence products and data solutions with a focus on making AI accurate, safe, and globally relevant for impact. Our work spans data services, custom AI solutions, and proprietary AI products, with deep expertise in Arabic-native and secure, sovereign solutions.