Micro1 review · AI Training & Data Labeling

Tax Attorney — AI Legal Reasoning Evaluation (micro1)

Tax law AI evaluation
Pay
$100–$170 per hour
Location
Remote · United States
Posted
Oct 15

What the work involves

micro1 is engaging experienced U.S.-licensed tax attorneys to help train advanced AI systems on legal reasoning and accuracy in tax law. This is an evaluative engagement: you assess and analyze tax work rather than provide advice or representation. You'll review tax-law scenarios to identify the issues they raise, assess the risks and apply sound legal judgment, then review AI-generated analyses, arguments and documents for accuracy and completeness. The work is about catching what a practitioner would spot at once — the legal errors, the missing information, the conclusions the reasoning does not actually support — and writing the structured feedback that fixes them.

Familiarity with federal and state taxation, tax compliance, planning, IRS matters, disputes or complex transactions is exactly the background the project wants. Contractor role, fully remote, US-based tax attorneys only. No prior AI experience is required — your domain knowledge is what matters.

What you'll do

  • Analyze tax-law scenarios to identify the key legal issues, assess risk and apply sound legal judgment
  • Review AI-generated tax analyses, arguments and documents for accuracy and completeness
  • Identify legal errors, missing information and weaknesses in the model's tax reasoning
  • Provide clear, structured feedback and corrections that improve the AI's tax-law output

Requirements & eligibility

  • J.D. from a U.S. law school
  • Active bar license in at least one U.S. state or the District of Columbia
  • More than three years of substantive legal practice, preferably in tax law
  • Strong legal reasoning, issue-spotting and document review skills
  • Excellent written English and attention to detail; able to work independently as a remote contractor
  • Preferred: federal or state tax experience, IRS matters or complex tax transactions; LL.M. in Taxation a plus
  • Remote, US-based only

How to apply

Applications go directly to micro1. Read their terms before you sign up — and if anything feels off, run the scam check below first.

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