Remote | Accountant (CPA/CA) — $20–$30/hour
24-MAG · New York, New York, United States · Remote
Pay: USD 20 – 30 a hour
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We are sharing a specialised consulting opportunity for experienced tax professionals with strong expertise in U.S. tax-law interpretation, IRS and state regulatory analysis, statutory review, structured written evaluation, and technology-driven tax validation to contribute to an advanced AI training and tax-reasoning project.
Selected professionals will analyse U.S. sales and use tax statutes, regulations, and selected federal provisions, translate complex legal requirements into precise evaluation criteria, and assess whether AI-generated formal interpretations accurately capture statutory conditions, thresholds, exceptions, defined terms, and logical relationships. No prior experience in AI is required.
Key Responsibilities
U.S. Tax Law & Statutory Interpretation
Read and interpret sales and use tax statutes across U.S. state jurisdictions
Review relevant state regulations and selected federal tax provisions
Analyse statutory language at the subsection level
Identify conditions, thresholds, exceptions, exclusions, and defined terms
Distinguish explicit statutory requirements from unsupported interpretations
Rubric & Requirement Development
Convert statutory provisions into discrete and testable evaluation criteria
Develop rubrics independently from AI-generated outputs
Ensure each criterion is grounded directly in statutory language
Define requirements clearly enough for consistent application by other reviewers
Assign appropriate severity levels such as critical, secondary, or minor
AI Tax Translation Evaluation
Review formal AI-generated translations of tax statutes
Score outputs against established rubrics using structured pass/fail criteria
Verify treatment of conditions, thresholds, AND/OR logic, and statutory exceptions
Identify omitted, distorted, or incorrectly represented legal requirements
Provide precise explanations supporting each evaluation decision
Scenario & Edge-Case Development
Develop self-contained test scenarios for failed criteria
Include explicit facts, dates, monetary amounts, and expected outcomes
Create edge cases involving exclusions, thresholds, and statutory exceptions
Ensure scenarios directly test the underlying legal requirement
Use concrete examples to validate the consistency of tax interpretations
Legal Logic & Regulatory Analysis
Analyse statutory structures involving conditional and nested logic
Identify relevant exceptions, cross-references, exclusions, and defined terms
Flag genuine ambiguity where statutory language permits multiple interpretations
Distinguish model errors from legitimate interpretive uncertainty
Apply rigorous reasoning across multi-jurisdictional tax requirements
Structured Review & Feedback
Submit evaluations through a digital review platform
Produce clear, concise, and self-contained written feedback
Document discrepancies and reasoning precisely
Maintain consistency across repeated review assignments
Contribute actionable…