This project asks finance experts to build structured materials that select comparable companies for a target business and explain the financial and strategic reasoning behind each choice. The work consists of reviewing company characteristics and assessing comparability to help AI systems reason about valuation, not executing live transactions. It is aimed at professionals with equity research, investment banking, M&A, or hands-on company analysis and valuation experience.
Pay not disclosed
The platform does not publish the pay for this job.
The platform has not published which countries are eligible for this job.
You apply on Vetto's job board: answer the application questions for the project. If selected, Vetto invites you to work on its tasks.
Official posting: https://job-boards.greenhouse.io/vetto/jobs/4180771009
Last checked on October 8, 2026.
This contract role involves reviewing AI-generated financial modeling tasks so they reflect how professional analysts actually work. It is aimed at finance specialists who can also read Python and work with GitHub, editing task files and scripts through pull requests. The work is remote, hourly and carried out independently within an asynchronous team.
This paid study asks finance professionals to evaluate AI-generated documents and data points tied to transaction finance. Reviewers rank model outputs by accuracy and relevance, and annotate errors or points where the model's reasoning fails. It is aimed at people with hands-on experience in M&A, investment banking, corporate development, or financial analysis, and the tasks are completed remotely at one's own pace.
Posted September 18, 2026
This role involves building a complete financial model from synthetic documents relating to a private equity transaction in the consumer and leisure sector, then evaluating models developed by other contributors according to defined criteria. The profile sought is a professional with solid experience in investment banking and private equity, with recognized expertise in financial structuring and capital investment transactions.
Posted September 17, 2026
This job involves contributing to the creation of high-quality datasets for AI model training, leveraging expertise in investment banking. You will design and refine tasks simulating real investment banking activities such as pitch book construction, valuation analysis, and comparable transaction review. Your financial expertise domain is essential for AI systems to learn to reason and perform on authentic, professionally-quality content.
Posted August 27, 2026
Referral link to micro1's job list: search for this role there. Open this exact job
This project asks finance professionals to write gold-standard answer keys and grading rubrics for deliberately ambiguous finance questions based on real company filings, to help train and evaluate large language models. It is aimed at senior experts with several years of hands-on market experience in investment banking, private equity, M&A, equity research or asset management.
Posted February 3, 2026
This role involves reviewing and evaluating AI-generated financial analyses, models, and explanations to ensure technical accuracy and methodological soundness. Finance professionals with deep expertise in investment banking, equity research, corporate finance, or related fields will audit AI outputs, task instructions, and rubrics, then provide structured feedback to improve AI financial reasoning. The position is fully remote and flexible, requiring no prior AI experience.
