
The New AI Side Hustle: Bookkeeping and Quarterly Taxes for RLHF and Data-Labeling Gig Income
AI data-labeling and RLHF gig income arrives with nothing withheld, so annotators owe 15.3 percent self-employment tax plus income tax on every payout and must pay quarterly estimates by the 2026 deadlines. This guide covers the 1099-NEC and 1099-K thresholds, the 90/100/110 percent safe-harbor rules, Schedule C deductions most annotators skip, and a 20-minute-a-month bookkeeping system for multi-platform payouts.










