$60–120/hr · micro1
You design business strategy consulting problems for AI training and evaluate whether AI reasoning mirrors professional consulting standards.
What you would do
- Create consulting scenarios where unstructured business problems must be analyzed using clear frameworks and hypothesis-driven investigation
- Build executive slide decks that distill analysis into coherent narratives with key findings and actionable recommendations
- Conduct quantitative analysis in Excel to test business hypotheses and validate strategic assumptions
- Evaluate AI-generated strategy work for analytical rigor, communication clarity, and professional-grade reasoning
Who they want
- Proven background as strategy analyst, management consultant, or business advisory professional
- Exceptional ability to structure ambiguous problems and turn scattered information into clear narratives and recommendations
- Advanced PowerPoint skills with demonstrated ability to build polished, executive-level presentations
- Strong analytical skills and comfort with basic data analysis and modeling in Excel
- Outstanding written and verbal communication, especially in virtual and asynchronous remote settings
Main skills
What the interview asks about
1.Problem framing and structure
How a consultant frames the problem determines the entire analysis. You must recognize when a client brief needs reframing versus when initial framing is solid.
For example: “A client describes rising churn: 'Our product isn't sticky enough.' But data shows churn concentrated in the first 30 days among onboarded customers. How would you reframe the problem, and what does that framing imply?”
2.Synthesis from fragmented data
Consulting work starts with incomplete information-customer interviews, financial reports, partial operational data. You must identify what's missing and build stories from what exists.
For example: “You have customer interviews suggesting demand for a new feature, one quarter of revenue data, and operational costs, but no pricing data or market research. How would you construct a recommendation on whether to build the feature?”
3.Slide logic and narrative
A strong deck flows logically from observation to analysis to conclusion. Weak decks are collections of findings without connective tissue.
For example: “Your analysis shows three cost drivers, but only one is controllable by the client. Design how you would sequence these findings in a five-slide deck to build a compelling case for cost reduction.”
4.Excel model design and testing
Simple models clarify assumptions. You must build models that are understandable, test key levers, and show where recommendations are most sensitive to assumptions.
For example: “A client is considering raising prices 10%. Build a simple Excel model showing how that affects revenue, customer acquisition payback period, and net margin. What assumption do you most want to stress-test?”
5.Ambiguity and judgment communication
Rarely is strategy obvious. You must communicate analysis where multiple paths are reasonable and explain which you'd recommend and why.
For example: “Your analysis supports both aggressive market expansion and defensive cost-cutting to improve profitability. Neither is clearly optimal. How would you present this dilemma and your recommendation to a skeptical CFO?”
A task you may get
Given a client scenario with mixed signals (growth but rising costs, declining satisfaction, threats), structure analysis, conduct Excel modeling, and draft a three-recommendation slide deck.
How to prepare
- Review 2-3 strategy case studies or published business analyses, mapping how each structured the problem, collected evidence, and built the recommendation
- Practice building a simple Excel model: input assumptions, calculate outcomes, build a one-page summary showing how key levers drive results
- Study a published consulting slide deck (strategy focus), reverse-engineering the narrative logic: why this slide order, how findings support conclusions
- Draft a one-page analysis of a business challenge from articles or reports where you structure the problem, identify key questions, and sketch an analytical approach
The facts
- Pay
- $60–120/hr
- Open to
- Bangladesh, Hong Kong, India, Indonesia, Japan, Kazakhstan, Kyrgyzstan, Malaysia, Pakistan, Philippines, Singapore, Sri Lanka, Taiwan, Thailand, Uzbekistan, Vietnam, Austria, Belarus, Belgium, Denmark, France, Germany, Greece, Italy, Netherlands, Portugal, Russia, Spain, Switzerland, United Kingdom, Argentina, Brazil, Chile, Colombia, Mexico, Peru, Algeria, Bahrain, Egypt, Iraq, Jordan, Kuwait, Lebanon, Libya, Morocco, Oman, Palestine, Qatar, Saudi Arabia, Tunisia, United Arab Emirates, United States, Canada, Nigeria, Kenya, South Africa, Ghana, Ethiopia
- Field
- Business Operations
- Role type
- Generalist
- Posted
- 9/16/2026
- Places left
- 50
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