The work
You will review and improve analytical and presentation materials used in AI training. The work applies investment banking judgment to financial analysis, transaction modeling, company research, and strategic reasoning.
You will explain errors and corrections clearly, including how accounting treatments, valuation adjustments, deal sensitivities, and financial assumptions affect results.
- Research companies and industries to support financial data analysis and AI training projects.
- Review buyer and target screening, comparable company analysis, valuation work, and transaction models.
- Build, update, and troubleshoot detailed Excel models with scenario analysis and clear output rationale.
- Prepare and edit pitchbook-style materials for transaction execution scenarios and strategic rationale.
- Evaluate materials for numerical errors, weak strategy, unclear logic, and inconsistent methods.
- Provide precise written and verbal explanations and practical feedback for different audiences.
What it pays and takes
This is a remote, part-time contractor role with flexible weekly scheduling. Project timing will be coordinated for the engagement.
- Pay: $175 to $300 per hour.
- Work arrangement: Remote contractor role with flexible weekly scheduling.
- Location: Open to candidates across the listed countries in North and South America, Europe, Asia, Africa, and the Middle East.
- Language: Professional fluency in English.
- Background: Professional experience as a Senior Associate or Vice President in M&A or an industry-coverage team at an investment bank, M&A boutique, or sector-focused advisory firm.
- Relevant experience: Live acquisition or sale processes, client-facing analytical deliverables, advanced Excel modeling, scenario analysis, valuation or transaction model review, company and industry research, target screening, comparable company analysis, and pitchbook preparation.
- You must be able to identify quantitative inaccuracies and strategic weaknesses, explain corrections clearly, and maintain high standards for accuracy, logic, and presentation quality.
- Useful knowledge includes accounting treatments, valuation adjustments, transaction sensitivities, and key financial assumptions.
How it works
You apply here in about two minutes and finish on the hiring platform. The next step is a short AI interview (technical roles include a coding challenge). Passing it is how you qualify for paid tasks, so take it soon after you are invited.
About AI training work
AI training is the human work behind systems that learn from examples. Specialists review analysis, write or rate responses, and give clear feedback so AI systems can handle complex tasks more accurately; people with investment banking expertise are needed for financial work that requires sound judgment. OpenTrain is a platform where people find these projects, build a profile, and apply.