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, to help train the next generation of AI models. 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 in-house 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 own 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. Process The entire process is intended to be quick and simple, taking less than an hour or two of your time, with quick results. You will need to go through an AI-driven interview (10-15 minutes) explaining your general background You will need to perform a small assessment that mimics the actual work (~30 minutes) Final review by in-house team Company: Careerflow Human Data Labs Type: Part-time contract (1099), fully remote (US) Location: United States only Commitment: 10-20 hours/week (about 2 hours/day, flexible scheduling, weekends okay) Compensation: $125-175/hour, depending on experience Start date: Immediate
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