30-day onboarding plan for new AI training contractors.

The first 30 days as a new AI training contractor determine your tier trajectory for months. Here's the day-by-day plan that gets new contractors to mid-tier within a month and on track to senior within 90 days.

Days 1–3: Application + setup

• Apply to Outlier (fastest start) and Mercor (higher rates) simultaneously.
• Set up Wise USD account (or Payoneer if Wise unavailable in your country).
• Set up tracking spreadsheet (hours, gross, effective rate, quality score).
• Block out a 4-hour daily work window in your calendar.
• Configure clean workspace: external keyboard, monitor at eye level, distraction-free environment.

Days 4–7: Coding sample / work sample

• Outlier coding sample arrives within 48 hours of profile approval. Take it within 24 hours of receipt.
• Read the prompt three times before writing. Note constraints on paper.
• Aim for the smallest correct change. Don't refactor unless asked.
• Write the explanation field carefully (60–100 words).

Days 8–14: Onboarding + first tasks

• Pass calibration with sustained 0.85+ scores.
• Take only short bug-hunt tasks initially.
• Lock to one language (your strongest). Don't multi-task languages in week 1.
• Use the justification field on every task — 80–120 words minimum.
• Track quality score at end of each work session.

Days 15–21: Tier-up sprint

• Mix in 2–3 long-form reference solutions per week (heavier weight in score).
• Quality target: 0.88+ weighted average.
• Don't take more than 4 hours of focused work per day. Rest is non-negotiable.
• Re-read your own past justifications weekly. Look for patterns the system penalized.

Days 22–30: Mid-tier consolidation

• Quality target: 0.90+ sustained.
• Apply for one specialty pool (FastAPI, ML, niche language depending on your background).
• Take calibration tasks for the specialty pool.
• If passing Mercor application is in motion, complete next stages on time.

The 30-day checklist

By day 30 you should have:

• Active account on at least one major platform (Outlier ideally).
• Sustained 0.88+ quality score.
• ~40+ paid tasks completed.
• Mid-tier rate active (~$52–$62/hr).
• Specialty pool calibration in progress.
• Consistent daily work routine established.
• Tracking spreadsheet with 4 weeks of data.
• First paycheck received and routed appropriately (taxes reserved, emergency fund building).

What to avoid in the first 30 days

• Trying to work 8+ hours daily — quality scores plummet, tier delays.
• Multi-tasking languages — dilutes calibration and quality.
• Skipping the justification field — directly caps your tier potential.
• Rushing through tasks under the recommended completion time — penalty for skimming.
• Ignoring tax reserve — surprises in March are expensive.
• Lifestyle inflation — 50% savings rule starts immediately.

What "mid-tier in 30 days" actually feels like

Realistic income trajectory for the first 30 days:

• Days 1–14: $0 income (pre-paycheck phase).
• Days 15–21: $400–$800 (first paid week).
• Days 22–30: $800–$1,500 (second paid week + tier transition).

Total month-1 income: ~$1,200–$2,300. Disappointing if you expected $5k. Realistic for the actual ramp.

Bottom line

The first 30 days set your trajectory for months. Stay narrow (one language), use the justification field carefully, take long-form tasks, don't grind beyond 4 hours/day, and apply to a specialty pool by day 22. Mid-tier by day 30, senior tier by day 90, $5k+/month by day 60.