Content Marketing AI Evaluation Expert

About OpenTrain

OpenTrain AI is the hiring and contracting organization for this role and the #1 platform for finding and building careers in AI training and data labeling. Create a free profile to showcase your experience, discover projects that match your skills, and build a lasting portfolio in a fast-growing field.

About AI Training Work

AI training is the human side of building artificial intelligence. Contributors write, review, and evaluate examples that help AI systems produce more useful results. In this role, your content marketing judgment will help test how AI agents handle realistic research, editorial, production, and quality assurance decisions.

• Work remotely from anywhere in the world
• Contribute to cutting-edge AI evaluation and training
• Use professional expertise to assess AI-generated work
• Build experience in a rapidly growing technology field

The Role

OpenTrain is seeking a Content Marketing AI Evaluation Expert to design and pressure-test simulated marketing work environments used to evaluate and improve AI agents. You will shape realistic tasks, artifacts, judgment calls, and quality standards based on the messy data, conflicting signals, tradeoffs, and multi-tool decisions found in real marketing programs.

This is a part-time contractor opportunity requiring 20 or more hours per week. The listed compensation is $60 to $100 USD per hour. The role is open worldwide and requires English.

• Employment type: Contractor and part-time
• Time requirement: 20+ hours per week
• Compensation: $60-$100 USD per hour
• Location: Worldwide
• Language: English

What You'll Do

You will turn hands-on content marketing experience into realistic evaluation scenarios. Each scenario should capture the issue being tested, the decision a strong practitioner should reach, and the professional standards used to judge the result.

Scenarios may cover research and discovery, editorial prioritization, content production, content quality assurance and audit, reporting, reconciliation, triage, escalation, planning, execution, and orchestration across multiple tools.

• Design task briefs based on real content marketing experience
• Define the documents, dashboards, personas, and tool states needed for realistic scenarios
• Write or review reference answers for AI agent tasks
• Create evaluation criteria that separate strong responses from plausible but incorrect ones
• Review AI agent attempts against clear professional standards
• Model conflicting data, tradeoffs, quality checks, and multi-tool decisions

Requirements

You should have hands-on ownership of an end-to-end content marketing editorial program and be able to explain why a marketing decision is correct. Practical familiarity with the listed marketing tools is required.

• Hands-on ownership of an end-to-end content marketing editorial program
• Experience with a CMS such as Contentful
• Experience using Google Analytics 4
• Experience using a research platform such as Semrush
• Ability to diagnose conflicting marketing data
• Ability to make defensible editorial prioritization decisions
• Ability to write clear reference answers and evaluation criteria for AI agent work
• Strong written reasoning and professional judgment

Preferred Experience

Experience translating professional judgment into structured AI evaluations is valuable. The following background is preferred but not required.

• Building AI training environments
• Building reinforcement learning environments
• Creating simulated case studies
• Rubric Academy or Rubric Bootcamp certification

Why Build Your AI Training Career With OpenTrain

AI training and data labeling work spans response evaluation, content review, research, and other ways of teaching AI through human expertise. OpenTrain helps you present credible experience, find projects aligned with your skills, and grow that work into a durable professional portfolio.

• Create and manage a profile at no cost
• Showcase your content marketing and AI evaluation experience
• Discover projects that match your professional strengths
• Apply in minutes and continue building your AI training career