AtomicEvalPRO
LEVEL 1/5
LOOKING FOR PAID AI EVALUATION WORK

Level up to your first paying AI evaluation project

1000+challenges taken on AtomicEval before an AI Evaluator assessment
1

Level 1 · Learn

Learn what evaluators are tested on

Bite-sized, game-style lessons on every failure type screenings check: ambiguity, hallucination, instruction following, groundedness, plus specialised paths like medical, legal and tool use.

YOUR LEARN MAP · 38 LESSONS

Start Here

Section 1

Evaluator Foundations

Section 2

Judge Quality

Section 3

Types of Failures

Section 4

Build the Atomic Rubric

Section 5

Score & Calibrate

2

Level 2 · Practise

Practise daily, like a game

Unlimited Rapid-fire questions earn energy. Spend it on AI-graded justification writing and A vs B challenges, the exact format real screenings use.

3

Level 3 · Prove

Prove it to human experts

Go beyond A vs B. AtomicEval Rubric Proctored Challenges are graded by real AI evaluators against golden answers, just like a platform's screening test.

AI evaluation teams judge quality with metrics like these. See where you stand.

Cohen’s κ0.75

agreement beyond chance

IAA88%

agreement with expert graders

Gold accuracy92%

46 of 50 gold items

0.88

Precision

0.84

Recall

0.86

F1

91%

Consistency

Illustrative example

4

Level 4 · AE Profile

Get a profile recruiters trust

Your proctored scores become official metrics on a shareable AE Profile. Numbers, not claims.

YOU

Your Name

AI Evaluator · Generalist

Strong

88%

IAA

0.75

Cohen’s κ

81

Proctored avg

Sample profile for illustration

5

Level 5 · Apply

Apply with a referral

Hit a 75+ proctored average after 5 challenges and request referrals for AI evaluator roles you find.

  1. 1Share the job link
  2. 2Confirm eligibility
  3. 3Apply with your AE Profile

Invest your time

How soon will you get ready for paid AI evaluation work

You’ll be ready to apply in

5 weeks

LearnPractiseProveApply

About 100 hours of practice.

Then, what could you earn?

Potential per month

₹57,000

Rates as advertised on Outlier, Handshake AI and Mercor listings, Oct 2026. Pay varies by project and country. Not a guarantee of work or income.

Unlock all 5 levels

Every topic, unlimited practice, human-graded proctored challenges, AE Profile and referral support.

AtomicEval Pro

Learn it. Prove it. Get referred.

01 Learn1 / 5

Every topic,
end to end

  • Ambiguity
  • Hallucination
  • Instruction following
  • Groundedness

+ Medical, Legal, Tool use…

AtomicEval
Rubric Challenge

Go beyond the A vs B Challenge by practicing building atomic rubrics.

  • R110-day ruleMet
  • R2Flags ambiguityNot met · Major
  • R3Cites policyMet
50 energy per challenge

Proctored Challenge

Challenges graded by human experts with golden sets to generate your performance metrics.

Human expertGolden set

Your scores build your AE Profile

Your verified
AE Profile

Your nameAI Evaluator
IAA86%Cohen's κ0.78
Verified by AtomicEval

Request referrals with your AE Profile

Apply with
a referral

  1. 1Share Referral Link
  2. 2Confirm Eligibility75+ avg
  3. Get referred

One-time payment · doesn't auto-renew · Razorpay checkout

Upgrade · ₹999

Referrals follow each platform's own process; AtomicEval doesn't guarantee jobs.

Start at ₹83/month

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