Tax Attorney Expert

About the role

<p>Tax attorneys to build the tax law reasoning scenarios frontier AI labs use to test model judgment.</p>

<p>AfterQuery builds the expert evaluation data that frontier AI labs use to measure and improve their models. We're hiring tax attorneys as contractors to author and grade the tax law scenarios those evaluations run on. Tax reasoning is one of the most demanded benchmark areas in legal AI evaluation, and it pays accordingly.</p>

<p><strong>What you'll actually do</strong></p>

<ul>

<li>Author realistic tax scenarios from structuring questions through controversy positions, the kind a practicing tax lawyer actually works.</li>

<li>Write reference answers with the code and regulation reasoning behind each position, authorities cited and weighed.</li>

<li>Grade model output for technical accuracy, authority support, and whether the position would survive scrutiny.</li>

<li>Flag positions that read confident but misapply the code or miss controlling authority, the misses only a practitioner would catch.</li>

Why apply

• Work stays in your specialty, judged on tax judgment rather than billable volume
• Set your own hours and scale up or down week to week
• Weekly pay via Stripe at a rate set from your experience
• Your judgment shapes how the next generation of AI handles tax law

Responsibilities

• Author realistic tax scenarios from structuring questions through controversy positions
• Write reference answers with the code and regulation reasoning behind each position
• Grade model output for technical accuracy and authority support
• Flag positions that read confident but misapply the code or miss controlling authority

Required qualifications

• JD and active bar admission in a US jurisdiction
• 2+ years of tax practice at a firm, in house, or in government
• Depth in a tax area such as corporate, partnership, international, or controversy
• Clear written English for documenting tax reasoning
• Able to commit at least 10 hours per week

Preferred qualifications

• LLM in Taxation or CPA credential
• Transaction structuring or IRS controversy experience
• Cross border or state and local tax depth