Instructional Designer - Fully Remote | Upto $65/hr Part-time

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 by raters, including in edge cases.
• Evaluate draft guidelines for ambiguity, contradictions, and coverage gaps, revising until raters can apply them without escalation.
• 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 and accuracy across guideline sets.

Qualifications

• Must-have 3+ years of professional experience in linguistics, instructional design, technical writing, or a related field.
• 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.
• Able to engage reliably for at least 35 hours/week during weekdays.
• Strong written communication skills for explaining complex guidance clearly.