We are sharing a specialised consulting opportunity for experienced U.S. tax professionals with strong expertise in 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, translating complex legal requirements into precise evaluation criteria. The work focuses on determining whether AI-generated formal interpretations accurately capture statutory conditions, thresholds, exceptions, definitions, and logical relationships. No prior AI experience 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 regulations and selected federal tax provisions
Analyse statutory language at the subsection level
Identify conditions, thresholds, exceptions, definitions, and dependencies
Distinguish genuine legal requirements from assumptions or unsupported interpretations
Rubric & Requirement Development
Convert statutory provisions into discrete, testable evaluation criteria
Develop rubrics independently from AI-generated outputs
Ensure each criterion is grounded directly in statutory language
Define clear requirements another reviewer can apply consistently
Separate critical requirements from secondary and minor considerations
AI Translation Evaluation
Review formal AI-generated translations of tax statutes
Score outputs against established rubrics using structured pass/fail criteria
Verify accurate 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
Tax Scenario & Edge-Case Design
Develop self-contained test scenarios for failed criteria
Include explicit facts, dates, monetary amounts, and expected outcomes
Create edge cases that test statutory exceptions and threshold conditions
Ensure scenarios directly reflect the underlying legal requirement
Use practical examples to validate the consistency of tax interpretations
Legal Logic & Regulatory Analysis
Analyse statutory structures involving conditional and nested logic
Identify relevant exceptions, defined terms, exclusions, and cross-references
Flag genuine ambiguity where statutory language permits multiple interpretations
Distinguish legal ambiguity from model error or incomplete analysis
Apply rigorous reasoning across multi-jurisdictional tax requirements
Structured Review & Feedback
Submit evaluations through a digital review platform
Produce clear and self-contained written feedback
Document discrepancies and reasoning precisely
Maintain consistency across repeated statutory-review assignments
Contribute actionable feedback supporting improvements in AI-powered tax systems
Ideal Profile
Active CPA licence, Chartered Accountant designation, or experience as a U.S. tax attorney
Strong experience interpreting U.S. tax statutes and regulations
Sales and use tax or broader state and local tax experience is strongly preferred
Proven ability to analyse statutory language rather than solely prepare tax returns
Strong understanding of legal logic, including conditions, thresholds, AND/OR structures, exceptions, and defined terms
Excellent structured written communication skills
Exceptional attention to detail, particularly around exclusions, exceptions, and edge cases
Strong analytical reasoning and ability to defend evaluation conclusions clearly
Comfortable working within digital review and quality-assurance platforms
Experience across multiple U.S. state tax jurisdictions is highly valuable
Enrolled Agent designation or relevant federal tax experience is advantageous
Experience reviewing AI-generated or technology-driven tax content is beneficial
Background in training teams or providing written feedback on legal or tax language is a plus
Interest in the intersection of tax compliance and technology is highly relevant
No prior AI-training experience is required
Engagement Details
Independent contractor engagement
Fully remote
Compensation: $65–$70/hour
Work will focus primarily on U.S. sales and use tax statutes, with selected federal tax provisions where relevant
Assignments will involve statutory interpretation, rubric development, structured AI evaluation, and test-scenario creation
Strong tax-law reasoning and precise written communication are central to this engagement
Work may span multiple U.S. jurisdictions and require close analysis of statutory exceptions and edge cases
Project scope, jurisdiction coverage, workload, and evaluation standards may evolve depending on project requirements
Work must be completed without using confidential or proprietary information belonging to any employer, client, institution, or other third party
About the Platform
This opportunity is available through 24-MAG LLC. We connect experienced professionals with remote consulting opportunities across technical, evaluation, and project-based workstreams.
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