Our goal is to improve how artificial intelligence processes complex financial data and structures transaction-related information. This work directly feeds into training more accurate and reliable financial models for the industry.

During this paid study, you will review various AI-generated documents and data points specific to transaction finance. You will be asked to rank these outputs based on their factual accuracy, industry relevance, and overall quality. Additionally, you will provide detailed annotations to highlight errors or areas where the model's logic breaks down. The work is conducted asynchronously through our remote platform, allowing you to complete tasks at your own pace.

• You will be engaged as an independent contractor.
• Opportunities can be extended, shortened, or concluded early depending on needs and performance.
• Your participation will not involve access to confidential or proprietary information from any employer, client, or institution.

They will rank and annotate AI-generated transaction finance outputs, requiring a 20+ hour commitment.

• Review AI-generated financial outputs for accuracy and logical consistency.
• Rank multiple model responses based on their relevance to transaction finance workflows.
• Annotate specific data points to correct errors or highlight hallucinations.
• Provide brief written feedback explaining your ranking decisions.

This opportunity is tailored for professionals with direct experience in transaction finance, investment banking, or corporate development. We welcome financial analysts, transaction advisory specialists, M&A professionals, and corporate finance managers. Ideal candidates have a sharp eye for detail and a strong understanding of financial modeling and transaction workflows.

• Active professional experience in transaction finance, M&A, or investment banking.
• Strong understanding of financial modeling and deal structuring.
• Comfortable reviewing technical financial documents and data.
• Excellent written communication skills for leaving clear annotations.
• Must be 18 years of age or older.
• Must currently work in the Finance field.
• Must have experience using AI models for work and understand their best use cases.

You'll start with a short screening interview.

Work arrangement: Fully remote

Eligible countries: United States, Canada

• We are unable to support H1-B or STEM OPT candidates at this time.
• Must be located in the United States or Canada.

• Payments are processed weekly based on services rendered.