$45–100/hr · micro1
Evaluate AI model performance on investment banking analysis by designing deal scenarios and grading valuation and structuring judgment.
What you would do
- Develop realistic M&A scenarios based on your transaction experience with full context
- Score model valuations against multiple methods and compare to market outcomes
- Assess whether models apply appropriate structures for different deal types
- Create reference solutions with methodology explanations
- Flag analyses that look polished but miss strategic considerations
Who they want
- Professional investment banking or M&A advisory experience
- Strong understanding of DCF, comparables, and precedent transaction analysis
- Clear written communication of valuation and structuring reasoning
- Comfort abstracting real deals into evaluation problems
- Ability to work independently with minimal guidance
Main skills
What the interview asks about
1.Recognizing valuation approach fit
Different deals need different methods; knowing when models apply wrong approach matters.
For example: “A model uses DCF for an early-stage biotech you know should use venture capital method. How would you evaluate this choice?”
2.Judging assumption reasonableness
Professional judgment filters plausible from actually sound assumptions.
For example: “A model projects 25% CAGR for a market growing at 12%. When is this defensible and when does it warrant critique?”
3.Structuring for deal economics
Transaction structures create value; AI reasoning here is subtle.
For example: “Design a scenario where earnout structure significantly affects valuation. How would you test whether a model understands this?”
4.Multi-method valuation reconciliation
Real deals often show range; your judgment on gaps reveals professional depth.
For example: “Your DCF yields but comparables suggest . Walk through how you'd investigate and document the gap.”
A task you may get
Analyze a deal scenario: provide 2-3 valuation approaches, range, and recommendation with supporting reasoning.
How to prepare
- Select 2-3 deals from your career and document valuation logic step-by-step
- Review recent M&A market activity and understand how valuations trended
- Prepare to explain a valuation judgment you questioned and how it resolved
- Practice articulating why certain valuation methods fit specific deal types
The facts
- Pay
- $45–100/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
- Finance
- Role type
- Specialist
- Posted
- 8/27/2026
- Places left
- 4
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