Mercor

Mercor

Guidelines Writer

Guidelines Writer

US

Contract-based

Date Posted

Offered salary

$45 - $65

$45 - $65

Closing date

Closing soon

Closing soon

Qualification

Not specified

Not specified

Hiring location

US

US

Experience

3+ Years

3+ Years

Responsibilities
• Guide research and program teams to close the gap between ambiguous requirements and rater-ready instructions
• Design clear, non-contradictory rating guidelines and rubrics that raters can apply consistently
• Evaluate draft guidelines for ambiguity, internal contradiction, and coverage gaps
• Translate program specifications from domains such as finance, retail, insurance, legal and sports into precise rater instructions
• Collaborate with subject matter experts and program leads to ensure consistency across guideline sets

Requirements
• 3+ years of professional experience in linguistics, instructional design, technical writing, or a closely related field with direct experience writing or refining guidelines or rubrics for human raters in a GenAI or RLHF context
• Demonstrated ability to work across multiple subject-matter domains and translate nuance into clear, unambiguous instructions
• Strong track record of resolving ambiguity and contradiction in written specifications
• Demonstrable career progression
• Ability to engage reliably for at least 35 hours per week during weekdays
• Strong written communication skills and ability to explain complex guidance clearly and precisely

How to Apply
Click "Apply" to be taken to the Cincinnatus LLC application. This is a W-2 contingent role with the opportunity to be placed at a leading AI lab.

Responsibilities
• Guide research and program teams to close the gap between ambiguous requirements and rater-ready instructions
• Design clear, non-contradictory rating guidelines and rubrics that raters can apply consistently
• Evaluate draft guidelines for ambiguity, internal contradiction, and coverage gaps
• Translate program specifications from domains such as finance, retail, insurance, legal and sports into precise rater instructions
• Collaborate with subject matter experts and program leads to ensure consistency across guideline sets

Requirements
• 3+ years of professional experience in linguistics, instructional design, technical writing, or a closely related field with direct experience writing or refining guidelines or rubrics for human raters in a GenAI or RLHF context
• Demonstrated ability to work across multiple subject-matter domains and translate nuance into clear, unambiguous instructions
• Strong track record of resolving ambiguity and contradiction in written specifications
• Demonstrable career progression
• Ability to engage reliably for at least 35 hours per week during weekdays
• Strong written communication skills and ability to explain complex guidance clearly and precisely

How to Apply
Click "Apply" to be taken to the Cincinnatus LLC application. This is a W-2 contingent role with the opportunity to be placed at a leading AI lab.

Responsibilities
• Guide research and program teams to close the gap between ambiguous requirements and rater-ready instructions
• Design clear, non-contradictory rating guidelines and rubrics that raters can apply consistently
• Evaluate draft guidelines for ambiguity, internal contradiction, and coverage gaps
• Translate program specifications from domains such as finance, retail, insurance, legal and sports into precise rater instructions
• Collaborate with subject matter experts and program leads to ensure consistency across guideline sets

Requirements
• 3+ years of professional experience in linguistics, instructional design, technical writing, or a closely related field with direct experience writing or refining guidelines or rubrics for human raters in a GenAI or RLHF context
• Demonstrated ability to work across multiple subject-matter domains and translate nuance into clear, unambiguous instructions
• Strong track record of resolving ambiguity and contradiction in written specifications
• Demonstrable career progression
• Ability to engage reliably for at least 35 hours per week during weekdays
• Strong written communication skills and ability to explain complex guidance clearly and precisely

How to Apply
Click "Apply" to be taken to the Cincinnatus LLC application. This is a W-2 contingent role with the opportunity to be placed at a leading AI lab.

Take the next step

Take the next step

Mercor

Guidelines Writer

Guidelines Writer

Overview

Overview

Cincinnatus LLC is recruiting Linguists and Instructional Designers to support a leading AI lab’s GenAI team by creating clear, consistent rater guidelines across multiple domains. You will translate ambiguous program requirements into precise, actionable instructions that raters can apply reliably. This is a W-2 role with the opportunity to work as part of a leading AI lab’s extended workforce, requiring at least 35 hours per week.

Cincinnatus LLC is recruiting Linguists and Instructional Designers to support a leading AI lab’s GenAI team by creating clear, consistent rater guidelines across multiple domains. You will translate ambiguous program requirements into precise, actionable instructions that raters can apply reliably. This is a W-2 role with the opportunity to work as part of a leading AI lab’s extended workforce, requiring at least 35 hours per week.

Cincinnatus LLC is recruiting Linguists and Instructional Designers to support a leading AI lab’s GenAI team by creating clear, consistent rater guidelines across multiple domains. You will translate ambiguous program requirements into precise, actionable instructions that raters can apply reliably. This is a W-2 role with the opportunity to work as part of a leading AI lab’s extended workforce, requiring at least 35 hours per week.

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© 2026 WFH Bulletin. All rights reserved.