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
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Read and interpret sales and use tax statutes across U.S. state jurisdictions
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Review relevant state regulations and selected federal tax provisions
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Analyse statutory language at the subsection level
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Identify conditions, thresholds, exceptions, exclusions, and defined terms
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Distinguish explicit statutory requirements from unsupported interpretations
Rubric & Requirement Development
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Convert statutory provisions into discrete and testable evaluation criteria
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Develop rubrics independently from AI-generated outputs
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Ensure each criterion is grounded directly in statutory language
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Define requirements clearly enough for consistent application by other reviewers
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Assign appropriate severity levels such as critical, secondary, or minor
AI Tax Translation Evaluation
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Review formal AI-generated translations of tax statutes
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Score outputs against established rubrics using structured pass/fail criteria
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Verify treatment of conditions, thresholds, AND/OR logic, and statutory exceptions
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Identify omitted, distorted, or incorrectly represented legal requirements
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Provide precise explanations supporting each evaluation decision
Scenario & Edge-Case Development
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Develop self-contained test scenarios for failed criteria
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Include explicit facts, dates, monetary amounts, and expected outcomes
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Create edge cases involving exclusions, thresholds, and statutory exceptions
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Ensure scenarios directly test the underlying legal requirement
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Use concrete examples to validate the consistency of tax interpretations
Legal Logic & Regulatory Analysis
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Analyse statutory structures involving conditional and nested logic
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Identify relevant exceptions, cross-references, exclusions, and defined terms
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Flag genuine ambiguity where statutory language permits multiple interpretations
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Distinguish model errors from legitimate interpretive uncertainty
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Apply rigorous reasoning across multi-jurisdictional tax requirements
Structured Review & Feedback
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Submit evaluations through a digital review platform
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Produce clear, concise, and self-contained written feedback
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Document discrepancies and reasoning precisely
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Maintain consistency across repeated review assignments
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Contribute actionable feedback supporting improvements in technology-driven tax systems
Ideal Profile
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Active CPA licence, Chartered Accountant designation, or experience as a U.S. tax attorney
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Strong experience interpreting U.S. tax statutes and regulations
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Sales and use tax or broader state and local tax experience is strongly preferred
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Proven ability to analyse statutory language rather than solely prepare tax returns
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Strong understanding of legal logic, including conditions, thresholds, AND/OR structures, exceptions, and defined terms
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Excellent structured written communication skills
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Exceptional attention to detail, particularly around exclusions, exceptions, and edge cases
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Strong analytical reasoning and ability to support conclusions clearly
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Comfortable working within digital review and quality-assurance platforms
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Experience across multiple U.S. state tax jurisdictions is highly valuable
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Enrolled Agent designation or relevant federal tax experience is advantageous
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Experience reviewing AI-generated or technology-driven tax content is beneficial
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Background in training teams or providing written feedback on legal or tax language is a plus
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Interest in the intersection of tax compliance and technology is highly relevant
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No prior AI-training experience is required
Engagement Details
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Independent contractor engagement
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Fully remote
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Compensation: $20–$30/hour
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Work will focus primarily on U.S. sales and use tax statutes, with selected federal tax provisions where relevant
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Assignments will involve statutory interpretation, rubric development, structured AI evaluation, and test-scenario creation
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Strong tax-law reasoning and precise written communication are central to this engagement
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Work may span multiple U.S. jurisdictions and require close analysis of statutory exceptions and edge cases
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Project scope, jurisdiction coverage, workload, and evaluation standards may evolve depending on project requirements
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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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