Tax reasoning is one of the most demanded benchmark areas in legal AI evaluation, and it pays accordingly.

No screen recording, no keystroke monitoring, no idle timers.

Independent contractor. Ongoing project work rather than single task batches.

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.

• Author realistic tax scenarios from structuring questions through controversy positions, the kind a practicing tax lawyer actually works.
• Write reference answers with the code and regulation reasoning behind each position, authorities cited and weighed.
• Grade model output for technical accuracy, authority support, and whether the position would survive scrutiny.
• Flag positions that read confident but misapply the code or miss controlling authority, the misses only a practitioner would catch.
• 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.

• Attorneys with a JD, active bar admission, and at least two years of tax practice at a firm, in house, or in government.
• Practitioners with depth in a real tax area, corporate, partnership, international, controversy, or SALT.
• Tax lawyers who reason from the code and regulations, not from summaries of them.
• People with strong written English who can turn tax judgment into clear, teachable reasoning.
• JD and active bar admission in a US jurisdiction.
• 2+ years of tax practice at a firm, in house, or in government.

Apply at /apply/tax-attorney-expert. About five minutes. Resume plus a few structured questions.

Resume review. Every application gets read against a published rubric and gets a decision.

Written assessment. You may be asked to take a written assessment for further placement.

Onboarding. Sign the contractor agreement, connect Stripe, and get platform access.

Project match. You're matched to live work in your specialty, usually within a week of onboarding.

Work arrangement: Fully remote

• $120 - $200/hr.
• $120 to $200/hr, paid weekly via Stripe. Your rate is set from your experience, not negotiated down after you start.