providing expert validation to ensure models understand nuanced financial concepts, tax standards, and complex transaction logic
bringing a rigorous quality assurance framework to the data pipeline, applying an audit mindset to identify edge cases and anomalies within complex tax scenarios
advising on structuring tax data taxonomies to ensure AI tools remain compliant, accurate, and value-adding for professionals
developing AI solutions within the Xero product ecosystem
designing annotation guidelines and advising engineering teams on financial data taxonomies
identifying edge cases or anomalies in training sets to prevent bias or hallucinations in models
Requirements
in-practice experience in tax accounting, with a solid grasp of filing and tax return preparation
professional accreditation such as CPA or equivalent is highly valued
deep understanding of debit and credit concepts as they apply to day-to-day business finance
proficiency in English is essential for effective communication and evaluating complex language model responses
critical thinking skills and audit mindset to problem-solve and ensure data integrity
ability to work autonomously and manage deliverables efficiently within a flexible environment