Company Name VARITE India Private Limited About The Client An American multinational business software company that specializes in financial software The company is headquartered in Mountain View California The Client s products include TurboTax s tax preparation application the personal finance app Mint the small business accounting program QuickBooks the credit monitoring service Credit Karma and the email marketing platform Mailchimp About The Job You ll curate and validate accounting data define quality bars create complex accounting scenarios for model training and collaborate with AI researchers engineers to ensure outputs are accurate explainable and audit-ready demonstrating strategic insights and recommendations for model training Your scope spans three domains Transactional bookkeeping categorization AP AR flows payroll and reconciliations Tax compliance quarterly estimates return preparation inputs compliance signals and audit support Reporting FP A strategy financial statements KPI interpretation budgeting forecasting variance analyses and executive summaries Essential Job Functions Map the jobs to be done JTBD of accounting Curate label high-quality datasets aimed at model training and evaluation Define guidelines evaluation suites gold sets pass fail criteria regression checks that are interface-agnostic and repeatable Conduct error analysis to spotlight model s areas for improvement Design hard cases for LLMs including edge ambiguous and adversarial scenarios capture decision logic and trigger HITL pathways when needed Run data quality ops spot checks audits inter-rater agreement and uphold trust principles accuracy explainability and privacy Partner cross-functionally with product engineering research on taxonomy alignment coverage and model behavior Qualifications Active US CPA valuable standing or Chartered Accountant 5 years in accounting audit or controllership with strong SMB and mid-market exposure Deep knowledge of US GAAP strength in accruals rev