Market Research AI Evaluation Expert

About Open Train

Open Train is the #1 platform for finding and building careers in AI training and data labeling. We help people discover projects, build an AI training portfolio, and grow a durable freelance career in this fast-changing field.

Open Train AI is the hiring and contracting organization for this role. Creating an Open Train account is free and is how you’ll apply, manage work, and receive contractor opportunities.

Why AI training work matters

AI systems learn from examples prepared and reviewed by people. Market research evaluation—checking reasoning, methodology, and clarity—directly shapes how generative models produce business-ready research.

This work is remote, flexible, and often part-time, letting you apply professional market research skills to cutting-edge AI systems while keeping control of your schedule.

The role

You will review AI-generated market research outputs and create gold-standard deliverables that models can be judged against. Work is contracted hourly, primarily remote, and geared toward experienced market researchers who can assess methodology, sampling, sizing, and insight synthesis.

• Position type:
  Contractor, part-time (minimum 20+ hours/week)
• Pay: US $30.00–65.00 per hour (hourlyRate listed US $65; range US $30–65)
• Data type: TEXT; label type:
• Locations:
  Open to candidates in: VN, TL, TH, SG, PK, PH, NP, MY, LK, KH, , BT, BD, IN,  , DE, US
• Language:
  English (minimum C1 required)

What you'll do

Your core responsibility is quality assurance of AI-produced market research. Tasks include both evaluative ratings and creating high-quality deliverables that serve as model references.

• Review AI-generated research outputs for accuracy, clarity, and methodological soundness
• Create gold-standard deliverables: research briefs, survey instruments, insight summaries, and competitor scans
• Identify errors in research design, sampling logic, survey construction, bias, confounding, and evidence use
• Evaluate TAM, SAM, and SOM sizing logic, assumptions, and sensitivity checks
• Rate and compare multiple model responses for reasoning quality and practical usefulness, providing precise written feedback

Requirements

Candidates must meet the core qualifications below; prior experience with AI training or research QA is strongly preferred but not strictly required.

• Education:
  
  Bachelor’s degree or higher in marketing, business, economics, statistics, psychology, or a related field
• Experience:
  
  5+ years in market research, consumer insights, strategy, or analytics
• Research skills:
  Strong qualitative and quantitative background (surveys, interviews, focus groups); ability to critique instruments, wording, scales, screening, and quality checks
• Analytical skills:
  Strong reasoning and the ability to turn ambiguous questions into decision-ready conclusions
• Specialized knowledge:
  Comfortable with TAM/SAM/SOM sizing, sampling logic, and forecasting assumptions
• Language:
  Minimum C1 English proficiency
• Preferred:
  Prior exposure to AI data training, annotation, research operations, insight QA, or editorial review

Who should apply and how it works

This role is a fit for senior market researchers, insight leaders, or analytics professionals who enjoy rigorous methodological critique and writing high-quality research deliverables. It’s especially suitable for people seeking flexible, remote contracting work that directly shapes AI behavior.

• Contracting workflow: hourly contractor assignments with written evaluation tasks and deliverable creation
• You will perform evaluation ratings and produce text deliverables; specific labeling software is not mandated in the listing