The work
You will apply practical investment banking judgment to financial research, transaction analysis, valuation modeling, and expert review for AI training. The work includes checking both numerical accuracy and the strategic logic behind financial materials.
You will explain complex financial concepts and model assumptions clearly in written and verbal feedback. You will also prepare and review materials against senior banker or client standards.
- Research companies and industries for financial data analysis and AI training.
- Screen buyers or targets and perform comparable company analysis.
- Build, update, and troubleshoot detailed Excel models.
- Review valuation work, transaction models, accounting treatments, adjustments, and deal sensitivities.
- Prepare and edit presentation and pitchbook-style materials for transaction scenarios and strategic rationale.
- Find numerical errors, weak strategy, unclear logic, and inconsistent assumptions.
- Explain how key assumptions affect analytical outcomes.
What it pays and takes
This is a remote, contractor-based, part-time engagement.
- Pay: $175 to $300 per hour.
- Work type: Remote contractor engagement with part-time availability.
- Open to candidates in: AE, AR, AT, BD, BE, BH, BR, CA, CH, CL, CO, DE, DK, DZ, EG, ES, FR, GB, GH, GR, ID, IN, IT, JO, JP, KE, KG, KW, KZ, LB, LK, MA, MX, MY, NG, NL, OM, PE, PH, PK, PS, PT, QA, SA, SG, TH, TN, TW, US, UZ, VN, ZA.
- Language: Professional fluency in English.
- Experience: Live acquisition or sale processes and high-quality client-facing deliverables.
- Technical skills: Advanced Excel modeling, troubleshooting, scenario analysis, company and industry research, target screening, comparable company analysis, and pitchbook preparation.
- Communication: Explain complex financial concepts to diverse audiences and identify quantitative inaccuracies and strategic weaknesses.
- Helpful background: Former Senior Associate, preferably in the third year, or Vice President from an M&A or industry-coverage team at an investment bank, M&A boutique, or sector-focused advisory firm.
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 many artificial intelligence systems. Experts review examples, evaluate model outputs, and explain what is accurate, useful, or logically sound so models can improve. Specialized financial expertise helps assess work that requires professional judgment.