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Linguist AI Rater Guidelines Expert

Mercor


Job Location:

San Francisco, CA - USA

Monthly Salary: Not provided by the employer
Posted: 22 August 2026 (18 days ago)
Application Deadline: 19 November 2026
Vacancies: 1 Vacancy

Job Summary

About the job

Mercor connects elite creative and technical talent with leading AI research labs. Headquartered in San Francisco our investors include Benchmark General Catalyst Peter Thiel Adam DAngelo Larry Summers and Jack Dorsey.

Position: AI Rater Guidelines Writer (Linguist / Instructional Designer)
Type: Contract
Compensation: $45$65/hour
Location: Remote

Role Responsibilities

  • Guide research and program teams to close the gap between ambiguous program requirements and rater-ready instructions across various domains.
  • Design clear non-contradictory rating guidelines and rubrics for consistent application including under edge cases.
  • Evaluate and revise draft guidelines for ambiguity contradiction and coverage gaps to ensure raters can apply them without escalation.
  • Translate program specifications from domains such as finance retail insurance legal and sports into precise discipline-specific rater instructions.
  • Collaborate with subject matter experts and program leads to ensure consistency and accuracy across guideline sets.

Qualifications

Must-Have

  • 3 years of professional experience in linguistics instructional design technical writing or a related field.
  • Direct experience writing or refining guidelines/rubrics for human raters in a GenAI/RLHF context.
  • Ability to work across multiple domains (e.g. finance retail insurance legal sports) and translate domain-specific nuances.
  • Strong track record of resolving ambiguity and contradiction in written specifications.
  • Ability to engage reliably for at least 35 hours/week during weekdays.
  • Strong written communication skills to explain complex guidance clearly.

Resources & Support

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