About the Company
DataAnnotation is a platform where subject-matter experts contribute to training and improving advanced AI models. The company works with contributors across different professional fields to evaluate AI-generated outputs and provide feedback that helps improve model accuracy and reliability.
About the Role
DataAnnotation is seeking Finance Experts to evaluate AI-generated financial analyses based on real-world corporate scenarios. This opportunity is suited to professionals with experience in corporate finance, financial planning and analysis (FP&A), strategic finance, or finance business partnering.
You will review AI-generated financial models, assess valuation assumptions, verify accounting relationships, and identify errors in financial logic. When a model produces unreliable results, you will provide clear, well-reasoned analysis that reflects sound financial judgment and professional standards.
Key Responsibilities
•Evaluate AI-generated financial models using real-world corporate scenarios.
•Review three-statement financial models to verify that the income statement, balance sheet, and cash flow statement are properly linked.
•Assess discounted cash flow (DCF) models, valuation assumptions, and underlying financial drivers.
•Examine working capital calculations and confirm that changes flow correctly through financial statements.
•Identify accounting inconsistencies, broken formulas, unsupported assumptions, plugged numbers, and circular reference issues.
•Trace calculations and reasoning to determine whether a model's conclusions are supported by its underlying data and assumptions.
•Assess the accuracy and defensibility of financial analyses and valuation outcomes.
•Write clear, evidence-based financial assessments when AI-generated work contains errors or weaknesses.
•Develop transparent assumptions, explain key financial drivers, and present conclusions at a standard suitable for senior finance stakeholders.
•Provide written feedback that helps improve the quality and reliability of AI-generated financial analysis.
Required Qualifications
•Professional experience in corporate finance, financial planning and analysis (FP&A), or strategic finance.
•Strong financial modeling skills, including three-statement modeling and discounted cash flow (DCF) valuation.
•Solid understanding of accounting principles and the relationships between financial statements.
•Ability to identify errors in financial calculations, assumptions, and modeling logic.
•Strong analytical and critical-thinking skills.
•Clear written English and the ability to explain complex financial judgments in a structured, understandable way.
•Ability to evaluate financial conclusions and determine whether they are supported by the underlying calculations and assumptions.
Relevant Professional Backgrounds
This opportunity may be a good fit for professionals who have worked as:
•FP&A Analyst.
•Finance Business Partner.
•Strategic Finance Professional.
•Corporate Finance Analyst.
A formal degree is not required. The emphasis is on demonstrated financial knowledge, modeling ability, and analytical judgment.
Compensation & Work Arrangement
•Compensation: Up to $40–$125+ per hour, depending on task complexity and specialization.
•Work Arrangement: Remote.
•Schedule: Flexible, based on available projects and individual participation.
•Workload: Contributors may participate part-time or pursue the opportunity as a primary source of income, depending on project availability and earnings.
DataAnnotation states that some contributors earn an additional $10,000–$100,000 or more annually, while others make it their full-time income. Actual earnings vary based on task availability, specialization, hours worked, and eligibility.
Why Join DataAnnotation?
•Apply professional finance expertise to the development and evaluation of AI systems.
•Work remotely with a flexible schedule.
•Contribute to improving AI accuracy in financial modeling and business analysis.
•Use your existing financial skills without a formal degree requirement.
•Access projects based on your expertise and available assignments.