We are sharing a specialised consulting opportunity for experienced Excel and business-document professionals with strong expertise in Microsoft Excel, Office Open XML, business analysis, document review, scenario design, and cross-application workflows involving PowerPoint and Word to contribute to an advanced AI training and document-evaluation project.
Selected professionals will design realistic business scenarios, create and review complex Office documents, interact with advanced language models in structured multi-turn workflows, compare AI-generated deliverables, and provide detailed feedback on quality, accuracy, and business relevance. The work is particularly suited to professionals with experience using Excel in high-impact business environments across finance, consulting, technology, healthcare, retail, strategy, operations, sales, marketing, or HR. No prior experience in AI is required.
Key Responsibilities
Advanced Excel Workflows
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Design and review complex Excel-based business tasks
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Build and evaluate models, analyses, reports, and structured workbooks
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Assess formula logic, layout, usability, and business relevance
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Identify errors, inconsistencies, or weak analytical structure
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Apply professional standards to spreadsheet-based deliverables
Business Scenario Design
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Create realistic business scenarios based on professional experience
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Design tasks that require meaningful analytical reasoning and document work
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Develop use cases spanning strategy, operations, sales, marketing, finance, HR, and related functions
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Define clear objectives, constraints, and expected outputs
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Ensure scenarios reflect authentic professional workflows
Office Open XML Evaluation
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Work with Office Open XML document formats
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Review and assess .xlsx, .docx, and .pptx files
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Evaluate document structure, content quality, and formatting
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Identify issues affecting usability, accuracy, or presentation quality
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Support model improvement across multiple Microsoft Office document types
LLM Interaction & Prompting
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Engage in structured multi-turn conversations with advanced language models
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Create detailed prompts involving complex business-document tasks
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Refine instructions to improve AI-generated outputs
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Assess how prompt structure affects deliverable quality
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Provide iterative feedback across multiple model responses
Deliverable Comparison & Selection
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Review two AI-generated solutions for each assigned task
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Compare outputs side by side against professional standards
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Evaluate differences in accuracy, completeness, clarity, and usefulness
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Select the stronger deliverable based on defined quality criteria
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Document preference decisions with clear supporting rationale
Business Analysis & Reporting
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Review analytical outputs across multiple business functions
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Evaluate whether conclusions are supported by underlying data
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Assess models and reports for logical consistency
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Identify missing assumptions, unsupported recommendations, or analytical gaps
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Translate findings into clear and actionable business conclusions
Document Review & Quality Assurance
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Review spreadsheets and related Office documents for quality and accuracy
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Assess formatting, structure, consistency, and professional presentation
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Identify subtle differences between competing document outputs
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Apply strong attention to detail across evaluation tasks
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Support consistent quality standards across project deliverables
Feedback & Model Improvement
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Provide detailed written feedback on AI-generated documents
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Document observations on model strengths and weaknesses
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Produce side-by-side preference data for training workflows
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Recommend improvements to model behaviour and document handling
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Support refinement of AI capabilities for real-world business-document creation
Ideal Profile
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Minimum 3+ years of professional experience using Excel, PowerPoint, and Word in complex business environments
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Experience within Fortune 500 companies or similarly rigorous professional settings is highly valuable
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Strong Microsoft Excel expertise
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Demonstrated experience creating complex models, reports, analyses, and business documents
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Familiarity with Microsoft PowerPoint and Word
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Strong business-analysis skills
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Experience in finance, healthcare, technology, consulting, retail, or comparable industries
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Background in private equity, investment banking, consulting, FP&A, HR, marketing, strategy, operations, or similar business functions is highly relevant
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Ability to design realistic professional scenarios and workflows
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Strong analytical thinking and attention to detail
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Excellent written and verbal communication skills
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Ability to articulate nuanced differences between competing document outputs
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Familiarity with Office Open XML is advantageous
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Experience interacting with LLMs or writing long-form prompts for AI tools is a strong plus
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No prior AI-training or model-evaluation experience is required
Engagement Details
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Independent contractor engagement
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Fully remote
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Compensation: $20–$60/hour
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Work will involve Microsoft Excel, Office Open XML, PowerPoint, Word, business analysis, document review, scenario design, LLM interaction, and AI-generated deliverable evaluation
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Strong Excel expertise and practical business judgement are central to this engagement
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Assignments may involve .xlsx, .docx, and .pptx files
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Contributors may be asked to compare two AI-generated solutions and provide detailed preference feedback
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Work may span strategy, operations, sales, marketing, finance, HR, consulting, healthcare, technology, retail, and related business functions
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Project scope, workload, document types, and evaluation standards may evolve depending on project requirements
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Work must be completed without using confidential or proprietary information belonging to any employer, client, financial institution, consulting firm, company, or other third party
About the Platform
This opportunity is available through 24-MAG LLC. We connect experienced professionals with remote consulting opportunities across technical, evaluation, and project-based workstreams.
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