• Collaboration with managers, directors, and senior leadership on monthly productivity and remediation of variances. • Coordination on and completion of annual operating budgets. • Responsible for month end closing cycle, including reviewing financial information, journal entries, and reviewing for accuracy. • Maintaining and reporting of management systems, reviewing all financial data for accuracy. • Collaborates with accounting staff for fair financial representation. • Evaluating the financial impact of new programs, preparing projections for new building projects, and other projects.

• Support accounts receivable activities, including: bank reconciliation; • Perform outbound collections; • Triage incoming emails; • Maintain and update spreadsheets.

• Create realistic, domain-specific tasks in the target language reflecting local finance practices • Adapt and apply clear scoring rubrics to evaluate AI-generated and human responses • Review and score submissions for accuracy, regulatory alignment, and professional quality • Provide expert feedback and contribute to high-quality “gold standard” solutions

• Review AI-generated financial analyses for accuracy, logic, and professional quality. • Evaluate valuation outputs, financial modeling assumptions, and transaction-related reasoning. • Assess whether AI responses reflect real-world investment banking standards. • Identify errors, weak assumptions, missing context, or misleading conclusions. • Review deal scenarios involving M&A, capital markets, private equity, or strategic finance. • Provide clear written feedback using project-specific rubrics and instructions. • Apply your experience in financial modeling, valuation, and deal execution to help improve AI system performance. • Work independently in a remote, asynchronous environment.