People Operations and Recruiting AI Evaluator

About OpenTrain

OpenTrain AI is the hiring and contracting organization for this role. OpenTrain is the leading platform for finding and building careers in AI training and data labeling, helping contributors discover projects, build a professional profile, and grow their experience in a fast-developing field.

• Remote contract work with OpenTrain AI
• A profile and portfolio that can support your long-term AI training career
• Free account creation and a streamlined application process

About AI Training Work

AI training is the human side of building modern artificial intelligence. Experts review examples and model outputs, assess quality, and provide feedback that helps AI systems become more accurate, useful, and reliable.

In this role, your people operations and recruiting knowledge will help evaluate whether AI-generated workplace materials meet professional standards for accuracy, rigor, clarity, and presentation.

• Contribute practical expertise to the development of AI systems
• Work remotely with flexible, part-time scheduling
• Apply professional judgment to realistic business artifacts

The Role

OpenTrain AI is seeking a People Operations and Recruiting AI Evaluator for a remote, hourly contractor engagement. You will review AI-generated documents, spreadsheets, and presentation decks created for people operations and recruiting contexts.

The work centers on careful expert assessment against detailed, domain-specific quality rubrics. You will identify content and presentation weaknesses and explain your conclusions through clear, structured written feedback.

• Role focus: People Operations and Recruiting Review
• Data type: Documents
• Task type: Evaluation and rating
• Engagement: Part-time contractor
• Schedule: 20+ hours per week
• Location: Remote and worldwide

What You’ll Do

You will evaluate AI-generated people operations and recruiting artifacts for both substance and presentation. Your reviews should consistently apply the relevant quality standards and give actionable explanations that make strengths, errors, and improvement areas easy to understand.

• Assess documents, spreadsheets, and slide decks against domain-specific quality rubrics
• Check factual accuracy, rigor, clarity, aesthetics, and overall presentation quality
• Identify errors, omissions, inconsistencies, and weaknesses in content or format
• Provide clear, structured written feedback for each evaluation
• Apply professional judgment consistently across review assignments

Requirements

This role requires substantial professional experience in people operations or recruiting, despite the structured experience-level classification. You should be comfortable making careful subject-matter judgments and communicating your reasoning in strong written English.

• At least five years of relevant professional experience in people operations or recruiting
• Native or professional fluency in English
• Strong written English and the ability to provide clear, structured evaluation feedback
• Ability to assess factual accuracy, rigor, aesthetics, and presentation quality
• High proficiency with Microsoft Office and Google Workspace
• Strong working knowledge of Google Slides or PowerPoint
• Ability to apply professional judgment consistently against detailed quality standards

Preferred Background

An advanced degree, such as a master’s degree or higher from a reputable institution, is preferred for this role. The central qualification remains your practical people operations or recruiting expertise and your ability to evaluate professional materials carefully.

• Master’s degree or higher from a reputable institution preferred
• Professional experience reviewing business documents or presentations is useful when applying the stated evaluation standards

Schedule, Pay, and Application

This is a remote hourly contractor engagement paying $80-$120 per hour, with a 20+ hour weekly time requirement. OpenTrain AI is hiring for the engagement, and candidates apply through OpenTrain.

• Pay: $80-$120 per hour
• Workload: 20+ hours per week
• Employment type: Contractor and part-time
• Location: Worldwide and fully remote
• Language: English
• Apply through OpenTrain to be considered