Overview
This contractor role offers an opportunity for a senior accountant to contribute expertise in accounting principles and financial reporting to the development of AI systems. The position involves evaluating and refining AI-generated content related to accounting concepts, financial statements, and business scenarios to improve model accuracy and reasoning.
Responsibilities
- Assess AI-generated accounting explanations, journal entries, financial analyses, and scenario responses for accuracy and completeness.
- Challenge language models with realistic accounting prompts covering financial reporting, audit procedures, reconciliations, internal controls, and policy interpretation.
- Review and improve AI prompts and responses to ensure sound accounting logic and clear communication.
- Provide detailed feedback on model errors, reasoning gaps, unsupported assumptions, and misinterpretations of accounting rules or business context.
- Help shape AI communication standards to ensure explanations of accounting concepts are clear and appropriate for professional audiences.
- Support benchmarking by designing, reviewing, and validating accounting tasks that test model performance at various complexity levels.
- Identify edge cases where AI may produce plausible but incorrect accounting conclusions.
Requirements
- Minimum 7 years of professional accounting experience with hands-on involvement in financial reporting, month-end close, reconciliations, audit support, or accounting operations.
- Deep knowledge of GAAP, accrual accounting, journal entries, financial statement preparation, and account analysis.
- Strong understanding of internal controls, audit documentation, variance analysis, revenue recognition, expense classification, and accounting policy application.
- Proven ability to interpret financial data, identify discrepancies, and clearly explain accounting judgments to business stakeholders.
- Experience reviewing complex accounting work for accuracy, consistency, and compliance with professional standards.
- Bachelor’s degree in Accounting, Finance, or a related field required.
- CPA, CMA, master’s degree, or equivalent advanced accounting credential strongly preferred.
- Experience with AI data training, annotation, or evaluating AI-generated technical content is a strong plus.
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