ClaruRating & model evaluation
AI Prompt Quality Rater
up to $55/hr
About this role, in Claru's words
You'll evaluate prompt-response pairs generated by large language models, scoring them across dimensions like factual accuracy, instruction-following, coherence, and appropriate refusal behavior. Each session involves reviewing batches of 20–50 pairs using a structured rubric inside a web-based annotation platform, flagging edge cases, and writing brief justifications for non-obvious scores.
A closer look
More context, when you need it.
Full job descriptionThe original posting, in Claru's words
Posted by Claru, reproduced here so you can judge the role before clicking. Original posting ↗
You'll evaluate prompt-response pairs generated by large language models, scoring them across dimensions like factual accuracy, instruction-following, coherence, and appropriate refusal behavior. Each session involves reviewing batches of 20–50 pairs using a structured rubric inside a web-based annotation platform, flagging edge cases, and writing brief justifications for non-obvious scores.
Beyond surface-level ratings, you'll identify subtle failure modes — responses that are technically accurate but misleading, answers that follow the letter of a prompt while violating its intent, and outputs that pass a quick read but contain embedded errors. You'll work asynchronously, with a typical batch taking 60–90 minutes, and you're expected to maintain inter-annotator agreement scores above 0.75 kappa.
Feedback you submit feeds directly into preference datasets used to fine-tune and align production models. Calibration sessions run bi-weekly, where you'll review disagreements with a senior evaluator and update your scoring approach. Strong performance can lead to specialized tracks covering domain-specific evaluation (legal, medical, code).
Location: Remote
Working with ClaruPay, getting started and work, from Claru's own pages
What the platform publishes in general. These are not extra terms confirmed for this particular role.
- Getting paid
- Set by each project. Its US capture posting pays by ACH every two weeks, and its Latin America and Asia postings pay by Wise, Payoneer or a local equivalent. claru.ai/for-annotators, claru.ai/jobs/household-capture-us, claru.ai/jobs/household-capture-latam, claru.ai/jobs/household-capture-asia
- Before your first paid task
- Create a profile. If you are matched, you see the task, the requirements, the acceptance criteria and the pay before you decide. claru.ai/for-annotators
- How much work
- A profile does not guarantee a match, a start date, an amount of work or payment. claru.ai/for-annotators
- Contract
- Contractor, under terms with Reka AI, Inc., doing business as Claru AI. claru.ai/jobs/household-capture-latam, claru.ai/terms
Read on the pages linked above on 23 Sep 2026. Platforms change these terms, so check the linked page before you rely on one.
How does the pay compare?Across Rating & model evaluation roles, not this role alone
From our own daily reads of every open listing on the platforms we follow, not from Claru's posting. How we count.
Pay across the field: Rating & model evaluation
Across 161 roles in this field with a stated hourly rate in US dollars, on 13 platforms, the middle half pays $30 to $65 an hour at the top of the range, and the median is $45. This role's top rate, $55, is in the middle half. Of the 47 distinct rates we count, 29 are lower and 17 are higher.
| Platform | Roles | Top of range, per hour |
|---|---|---|
| Meridial (Invisible) | 98 | $15 to $150 · median $50 |
| Rise Data Labs | 15 | $40 to $50 · median $45 |
| micro1 | 10 | $15 to $150 · median $45 |
| Alignerr | 9 | $120 |
| Handshake AI | 6 | $15 to $200 · median $60 |
Sources and listing historyWhere this information comes from
This listing's history
- First seen here on 13 Sep 2026, and still on Claru's list when we last read it on 13 Oct 2026.
- The listed pay has not changed since then.
- Posted by Claru
- First seen by AIPayList
- Last seen live
- Listing ID
- ai-prompt-quality-rater
Pay as the source states it: “$35–55/hr”.
Platforms sometimes change a rate after posting. Every listing here is re-read at least once a day and corrected when its source moves, so a difference you see on the platform is usually a change made since the last read. How freshness works.
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