AI Training Data Annotation Consultant (Real Estate AI/HITL Ops) - #26-12581
Posted 2 days ago by U.S. Tech Solutions Inc.
Negotiable
Undetermined
Remote
Remote
Summary: The AI Training Data Annotation Consultant will support the annotation and quality assurance for AI-driven home valuation, establishing data standards for training and evaluating large language models (LLMs). The role requires a strong background in annotation discipline and AI literacy, along with the ability to develop real estate market knowledge. The consultant will also be responsible for reviewing annotated work, evaluating LLM outputs, and integrating LLMs into workflows to enhance efficiency. This position is a 6-month contract and is fully remote.
Key Responsibilities:
- Establish & enforce annotation standards for real estate datasets (neighborhoods, market conditions, property signals)
- Review annotated work for accuracy & consistency; identify systemic errors and coach team on corrections
- Evaluate how LLM outputs compared to human judgment; flag where models miss important nuances
- Research unfamiliar neighborhoods using structured methodology; develop domain expertise over time
- Spot & escalate data quality issues that would degrade valuation accuracy
- Integrate LLMs into your workflows to accelerate research and improve annotation efficiency.
Key Skills:
- Prior experience with labeling, tagging, categorizing, or data classification work (professional or informal)
- Hands-on experience with LLMs (ChatGPT, Claude, Gemini, etc.)
- Demonstrated ability to work within strict guidelines, apply rules consistently, and flag edge cases
- Openness to critical feedback on your work; ability to iterate and improve based on coaching
- Prior real estate industry experience (agent, appraiser, analyst, investor)
- Data validation or quality assurance background
- Experience evaluating AI/ML model outputs
- Familiarity with structured research methodologies
- Background in geographic information systems (GIS) or spatial analysis
- Bachelor's degree in English, Linguistics or a related field.
Salary (Rate): £30
City: undetermined
Country: undetermined
Working Arrangements: remote
IR35 Status: undetermined
Seniority Level: undetermined
Industry: Other
Detailed Description From Employer:
Duration: 6 months contract
Job Description:
Responsibilities:
Experience:
Skillsets:
Education:
About US Tech Solutions:
US Tech Solutions is a global staff augmentation firm providing a wide range of talent on-demand and total workforce solutions. To know more about US Tech Solutions, please visit .
US Tech Solutions is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, colour, religion, sex, sexual orientation, gender identity, national origin, disability, or status as a protected veteran.
AI Statement: By applying, you acknowledge that AI-assisted tools may be used during hiring.
#LI-AS132
Job Description:
- Support annotation & QA for AI-driven home valuation. You''ll establish data standards that train and evaluate the LLMs powering home value algorithm. We''ll teach you real estate market knowledge; you bring strong annotation discipline and AI literacy.
Responsibilities:
- Establish & enforce annotation standards for real estate datasets (neighborhoods, market conditions, property signals)
- Review annotated work for accuracy & consistency; identify systemic errors and coach team on corrections
- Evaluate how LLM outputs compared to human judgment; flag where models miss important nuances
- Research unfamiliar neighborhoods using structured methodology; develop domain expertise over time
- Spot & escalate data quality issues that would degrade valuation accuracy
- Integrate LLMs into your workflows to accelerate research and improve annotation efficiency.
Experience:
- Annotation/QA discipline: Prior experience with labeling, tagging, categorizing, or data classification work (professional or informal). Comfort with structured rules and consistency standards.
- AI tool literacy: Hands-on experience with LLMs (ChatGPT, Claude, Gemini, etc.). Ability to identify when AI outputs are wrong, confusing, or incomplete.
- Attention to detail & rule-following: Demonstrated ability to work within strict guidelines, apply rules consistently, and flag edge cases rather than guess.
- Feedback receptiveness: Openness to critical feedback on your work; ability to iterate and improve based on coaching.
Skillsets:
- Prior real estate industry experience (agent, appraiser, analyst, investor)
- Data validation or quality assurance background
- Experience evaluating AI/ML model outputs
- Familiarity with structured research methodologies
- Background in geographic information systems (GIS) or spatial analysis
Education:
- Bachelor''s degree in English, Linguistics or a related field.
About US Tech Solutions:
US Tech Solutions is a global staff augmentation firm providing a wide range of talent on-demand and total workforce solutions. To know more about US Tech Solutions, please visit .
US Tech Solutions is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, colour, religion, sex, sexual orientation, gender identity, national origin, disability, or status as a protected veteran.
AI Statement: By applying, you acknowledge that AI-assisted tools may be used during hiring.
#LI-AS132