// THE BLOG

Field notes on AI-training work.

Pay data, hiring playbooks and market shifts for contractors and the teams that staff them. The full library lands in Phase 4 — these are the launch topics.

PAY

What AI training contractors actually earn in 2026

From $15/hr generalist work to $450/hr domain experts — the real rate bands, by specialty.

// 9 min read · DRAFT PLACEHOLDER

PLAYBOOK

How to land premium RLHF work (not microtask grind)

The skills, samples and signals that move you from commodity labeling to specialist pay.

// 11 min read · DRAFT PLACEHOLDER

HIRING

Staffing an RLHF team: a hiring manager's checklist

Rubric design, screening on the real task, and how to scale without quality drift.

// 8 min read · DRAFT PLACEHOLDER

COMPARE

Hired vs in-house sourcing vs marketplaces

Where each model wins, what each really costs, and when to use which.

// 10 min read · DRAFT PLACEHOLDER

GEO

Remote AI-training work by region: rates and demand

How pay and availability differ across North America, Europe, LATAM and APAC.

// 12 min read · DRAFT PLACEHOLDER

MONEY

Contractor taxes 101 for AI-training income

Invoicing, set-asides and deductions for independent AI-training contractors.

// 7 min read · DRAFT PLACEHOLDER

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// THE OPEN ROLE

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