Operations, Inventory, And Capacity Planning AI Evaluator

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. OpenTrain helps contributors discover specialized projects, build a professional AI-training profile, and apply in minutes.

Creating an OpenTrain account is free, giving you a practical way to develop a portfolio of work in a fast-growing technology industry.

About AI Training Work

AI training is the human side of building artificial intelligence. People with professional expertise review model outputs, assess quality, and provide structured feedback that helps AI systems produce more accurate and useful work.

This role focuses on evaluating business documents and presentations. Your judgment can help improve how AI handles operational analysis, planning, and professional communication.

• Remote work with flexible, part-time scheduling
• Direct contribution to the development of modern AI systems
• Opportunity to apply specialized professional knowledge to emerging technology

The Role

OpenTrain is seeking an Operations, Inventory, and Capacity Planning AI Evaluator to review AI-generated documents, spreadsheets, and slide decks. You will assess each artifact for accuracy, rigor, domain quality, and presentation using domain-specific quality standards.

This is a worldwide, remote contractor engagement requiring 20 or more hours per week. Compensation is $80-$120 per hour.

• Employment type: Contractor and part-time
• Work location: Worldwide and fully remote
• Schedule: 20+ hours per week
• Pay: $80-$120 per hour
• Primary language: English

What You’ll Do

You will combine subject-matter expertise with careful evaluation to determine whether AI-generated work is accurate, well reasoned, professionally presented, and aligned with the applicable rubric. Your written feedback should be clear, structured, and consistent.

• Evaluate AI-generated documents, spreadsheets, and slide decks against domain-specific quality rubrics
• Assess whether outputs demonstrate sound reasoning in operations, inventory, and capacity planning
• Identify factual errors and weaknesses in aesthetics, formatting, and presentation
• Review operational documents, planning analyses, spreadsheets, and executive presentations when applicable
• Provide clear, structured written feedback
• Apply quality standards consistently across evaluation tasks

Requirements

This role requires substantial professional experience in operations, inventory, or capacity planning, along with the ability to evaluate business artifacts against rigorous quality standards. Strong communication and careful judgment are essential.

• At least five years of relevant professional experience in operations, inventory, or capacity planning
• Native or professional fluency in English
• Advanced proficiency with Microsoft Office and Google Workspace
• High proficiency with Google Slides or PowerPoint
• Ability to evaluate AI-generated documents, spreadsheets, and slide decks
• Strong judgment when identifying factual, aesthetic, formatting, and presentation errors
• Strong written communication skills

Preferred Background

An advanced degree, such as a master’s degree or higher, from a reputable institution is preferred. Experience preparing or reviewing operational documents, planning analyses, spreadsheets, or executive presentations is also helpful.

• Master’s degree or higher preferred
• Experience preparing operational documents or planning analyses
• Experience reviewing spreadsheets or executive presentations

Who Should Apply

This opportunity is marked as entry level in the listing, while the role requirements call for at least five years of relevant professional experience. It is best suited to operations, inventory, and capacity-planning professionals who want to use their expertise in AI evaluation.

Apply if you are comfortable making detailed quality judgments, working independently with business materials, and explaining your conclusions in precise written English.

• Operations professionals with experience in inventory or capacity planning
• Planning specialists familiar with spreadsheets and presentation materials
• Experienced reviewers who can distinguish factual, formatting, and reasoning issues
• Professionals interested in flexible, remote AI-training work

How to Get Started

OpenTrain is free to join. Create your profile, highlight your operations, inventory, capacity-planning, and document-review experience, then apply through OpenTrain for this remote contract opportunity.

As you complete AI-training work, your OpenTrain profile can help you build a lasting portfolio around your professional expertise and discover additional projects aligned with your skills.

• Create a free OpenTrain account
• Add your relevant professional experience and software proficiency
• Apply through OpenTrain
• Work remotely as a part-time contractor for 20+ hours per week