Financial Planning and Analysis

• Create natural, realistic Q&A pairs that mirror how users interact with SQL query results.
• Ensure each Q&A pair is linguistically clear, contextually accurate, and logically aligned with SQL outputs.
• Work across diverse domains including Finance, Cloud Operations, Account Management, and Health.
• Interpret SQL queries and corresponding result tables.
• Craft questions that reflect real user scenarios and information needs.
• Provide accurate answers fully aligned with the returned dataset.
• Verify consistency between question intent, query logic, and data output.

English Speaker, AI Q&A Annotator – Finance

Director of Finance – Operations

CFO – Estate Management Services

Director, Project Finance

Director of Finance, People Operations

Senior Financial Planning & Analysis Manager