Operations Presentation Review Expert

About OpenTrain

OpenTrain is the #1 platform for finding and building careers in AI training and data labeling. Contributors use OpenTrain to discover specialized projects, build a professional profile, and apply for opportunities in minutes.

Creating an OpenTrain account is free. In this role, OpenTrain AI is hiring contractors to support high-quality AI training through business presentation reconstruction and review.

About AI Training Work

AI training is the human work behind modern artificial intelligence. People with practical expertise review examples, create structured content, and evaluate quality so AI systems can learn from accurate, well-reasoned material.

This project applies operations and presentation expertise to business slides used for AI training. It is remote, project-based work that can help experienced professionals contribute to cutting-edge technology.

The Role

OpenTrain AI is seeking an Operations Presentation Review and Reconstruction Expert to recreate business slides from reference images in Microsoft PowerPoint and improve their visual communication. Materials may cover process improvement, logistics, service-level performance, and capacity planning.

You will preserve defensible existing decisions while making purposeful improvements to slide content, structure, data visualization, and narrative flow. The work is intended for executive and client-facing audiences and requires strong operational judgment.

• Remote contractor opportunity
• Part-time engagement requiring 20 or more hours per week
• English-language work
• Individual slide assignments generally take approximately 1 to 2 hours
• Assignment volume varies according to project needs

What You’ll Do

You will reconstruct complete business slides from reference images and document the reasoning behind your work. Accuracy, clarity, domain integrity, and purposeful design decisions are central to the role.

• Rebuild slide text, charts, layouts, and presentation structure in Microsoft PowerPoint
• Review content involving operations, logistics, service delivery, process improvement, and capacity planning
• Improve data visualization, message hierarchy, exhibit selection, and visual storytelling
• Edit executive and client-facing materials for precision, factual accuracy, and clarity
• Use evidence-supported slide titles and select exhibits that fit the intended message
• Record enhancements, preserved elements, and deliberate rejections with written rationales
• Defend sound existing choices instead of changing elements without a clear purpose

Requirements

This role is listed as entry level, but the requirements call for at least three years of professional experience in operations, supply chain, service delivery, or process improvement. That experience may come from industry or consulting environments.

Candidates should be able to create or enhance executive-level presentations in Microsoft PowerPoint and apply operational expertise to slide content. Strong written communication and careful analytical judgment are essential.

• At least three years of experience in operations, supply chain, service delivery, or process improvement
• Demonstrated ability to create or enhance executive-level PowerPoint presentations
• Practical skill in data visualization, content editing, and visual storytelling
• Strong written communication, attention to detail, and critical thinking
• Commitment to factual accuracy and operational domain integrity
• Ability to explain and defend design, content, analytical, and preservation decisions in writing
• Familiarity with message hierarchy, evidence-supported slide titles, and exhibit selection is valuable

Who Should Apply

This opportunity is suited to operations and service delivery professionals who can combine domain expertise with polished presentation judgment. Experience with AI model training, model evaluation, or rubric development may be helpful, but prior AI experience is not required.

• Operations, supply chain, service delivery, and process improvement professionals
• Consultants or industry practitioners experienced with executive communications
• Presentation specialists who understand operational data and business narratives
• Detail-oriented reviewers who can preserve sound decisions and justify changes clearly

Compensation and Engagement

This is project-based, remote contractor work with assignment volume determined by project needs. The listed hourly compensation range is $150 to $350 per hour.

• Hourly contractor rate: $150-$350 USD
• Project-based assignments
• Part-time engagement
• 20 or more hours per week
• Available to applicants in the countries specified for this opportunity

Build Your AI Training Career

OpenTrain helps contributors find and grow careers in AI training and data labeling. A strong profile can showcase your operational expertise, make relevant projects easier to discover, and help you build a lasting portfolio of work that supports the development of AI.

• Create a free OpenTrain account
• Build a profile highlighting your professional strengths
• Apply to specialized AI training projects in minutes
• Grow a portfolio across the fast-growing AI training industry