Profile cover
N

Junior AI Property Description Generator

Valtrix Solutions

Remote · $60k – $80k / year · Freelance · Posted 4 months ago

No longer accepting applications

This role is no longer accepting applications

Don't miss the next role like this

Create a free profile with your skills. We match you to new AI roles as they open, and companies hiring can contact you directly.

Create free profile, 2 minutes

Similar open roles you can apply to now:

See all open AI jobs

About the role

Real estate listing descriptions are the worst. Every third one says 'charming' and 'move-in ready.' Our clients are residential brokerages and iBuyers who publish 4,000+ listings per month, and their agents spend 25 minutes per listing writing descriptions that are almost entirely templated. We've already automated the template. Now we're improving the personalization — making each description actually reflect the property's unique features and local market positioning. This is a part-time freelance engagement, 25 hours per week. You'll work on the generation pipeline that takes structured property data (MLS fields, photo tags, neighborhood scores) and produces draft descriptions that agents review and occasionally edit. Your job is improving output quality: reducing factual errors, adding accurate local context, varying sentence structure, and ensuring the descriptions are compliant with fair housing language requirements. A junior engineer who's done some LLM API work and wants to build real production experience will find this role genuinely educational. You'll be working on a system that processes real listings every day, with real agents giving feedback on what works.

Fully remote.

Responsibilities

  • Improve property description generation pipeline for accuracy and variety
  • Add local market context from neighborhood and comparables data
  • Implement fair housing language compliance checks in the generation pipeline
  • Build evaluation metrics tracking agent edit rate as a quality proxy
  • Create prompt variants and A/B test generation quality
  • Handle edge cases for unusual property types and configurations

Requirements

  • 1+ year of Python development experience
  • Basic experience with OpenAI API, LangChain, or similar LLM tooling
  • Interest in real estate or local market data
  • Comfort working independently with async communication
  • Attention to factual accuracy in generated content

Benefits

  • Fully remote freelance position
  • Flexible schedule — 25 hours per week
  • Competitive hourly rate
  • Real production system with live agent feedback loop
  • Potential to expand scope as the product grows

Keep exploring related roles

Use these topic pages to discover more roles in the same hiring cluster.

Categories

Automation & AI Workflows AI Business, Marketing & Strategy

Skills

python langchain openai api fastapi sql

Related remote AI jobs

Nearby roles that share similar skills, categories, or hiring intent.

Browse all jobs

Materials Lead

Lambda

Full-time Lead

Sr. Solutions Architect - Travel and Hospitality

Databricks

Full-time Senior

Revenue Operations Manager

Handshake

Full-time

AWS Alliances Lead

LangChain

Full-time Lead

AWS Alliances Lead

LangChain

Full-time Lead

AWS Alliances Lead

LangChain

Full-time Lead

Job Type

Freelance

Level

Junior

Language

English

Salary Range

$60k – $80k / year

AI Expertise

Automation & AI Workflows AI Business, Marketing & Strategy

Skills

python langchain openai api fastapi sql

Ready to apply for this role?

Create a free talent account.

  • Find AI roles in one place
  • Get AI-matched job recommendations
  • Reply to companies that message you
  • Build your public AI talent profile
Create free account & apply Log in

This role is closed. Create your free profile to apply to similar open roles.

Don't miss the next one: get matched to new roles like this.

Create free profile