Commercial attorney - ai contract review expert

Careerflow Human Data Labs partners with AI companies to bring real-world professional expertise into their products. We are hiring experienced in-house commercial attorneys to review and redline contracts for a legal AI platform.

Your job is simple to describe and hard to fake: review contracts exactly the way you did in your Fortune 2000 in-house role. You will redline documents using track changes on the client's platform (similar to Google Docs suggesting mode), accept or reject terms, and write detailed comments explaining your reasoning. The client's goal is to capture the judgment of risk-averse, large-enterprise counsel: what you would push back on, what you would escalate, and what would be an outright no-go.

This is not legal advice or client work. There is no attorney-client relationship, no malpractice exposure, and no court deadlines. It is expert evaluation work, on your schedule.

What you will do:

• Review commercial contracts on the client's platform (2 hours/day on average)
• Redline with track changes, following a defined review format
• Accept, reject, or comment on terms as you would have in-house
• Write out your reasoning clearly and in detail: not just what you'd change, but why, and how hard you'd push
• Calibrate your reviews against a golden reference and participate in a shared Slack channel with the project team

Requirements (all must apply)

• J.D. and experience practicing as a commercial attorney in-house at a Fortune 2000 company (current or former)
• 2+ years of commercial contracting experience (2-4 years is a fit; more is welcome)
• Based in the United States
• Strong written communication: your comments and reasoning are the product
• Reliable availability for 10 hours/week

Note: law-firm-only backgrounds do not qualify for this role. The client specifically needs the in-house, large-enterprise perspective.

Company: Careerflow Human Data Labs

Type: Part-time contract (1099), fully remote

Location: United States only

Commitment: —10 hours/week (about 2 hours/day, flexible scheduling)

Compensation: $125-175/hour, depending on experience

Start date: Immediate