Writing
Educator/ Assessor Writer
Status: Open
- Pay
- $90–$140/hr
- Location
- Remote
- Employment type
- Contractor
- Openings
- 10
- Posted
- 2026-09-18
About this opportunity
Role Title: Educator/ Assessor Writer
Role Type: Contractor
Location: Remote
micro1 is engaging Educator/ Assessor Writers to contribute expertise on a customer project focused on advanced AI system development. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. This opportunity is ideal for individuals experienced in evaluating written work against a rubric, examining academic writing, or designing effective assessments. The engagement is fully remote and offers the flexibility to participate alongside other professional obligations.
Scope of Work
- Evaluate and compare multiple AI-generated written responses for clarity, tone, helpfulness, and adherence to instructions.
- Assign analytical quality scores based on provided rubrics and guidelines.
- Compose detailed written rationales justifying each assessment or score.
- Identify responses that are fluent but unsupported, or comprehensive but not practical for their intended audience.
- Detect factual errors, internal inconsistencies, and issues affecting reliability or usability.
- Document findings meticulously and maintain thorough records of decisions and observations.
- Collaborate asynchronously with project managers and reviewers using digital content review platforms.
Preferred Qualifications
- First-language proficiency or fully equivalent fluency in written English.
- Completed degree from an accredited institution in the United States, Canada, United Kingdom, Ireland, Australia, or New Zealand.
- Experience marking, grading, or examining written work against set criteria or rubrics.
- Background in assessment design, instructional design, peer review, thesis supervision, or academic writing support.
- Keen attention to detail, critical analysis skills, and the ability to deliver objective, well-articulated judgments.
- Capable of independent remote work and meeting project deadlines.
- Experience with model evaluation, RLHF, or annotation is an asset but not mandatory.
Required skills
- Technical Writing
- Content Evaluation
- Written Communication
- Attention To detail
- Critical Analysis
- Editing
- Digital Content Review Platforms
- Independent Work
- Virtual Collaboration
- Rubric Design
- Assessment
- Instructional Design
- Grading and Marking
What you'll do
- Evaluate and compare multiple AI-generated written responses for clarity, tone, helpfulness, and adherence to instructions.
- Assign analytical quality scores based on provided rubrics and guidelines.
- Compose detailed written rationales justifying each assessment or score.
- Identify responses that are fluent but unsupported, or comprehensive but not practical for their intended audience.
- Detect factual errors, internal inconsistencies, and issues affecting reliability or usability.
- Document findings meticulously and maintain thorough records of decisions and observations.
- Collaborate asynchronously with project managers and reviewers using digital content review platforms.
Preferred qualifications
- First-language proficiency or fully equivalent fluency in written English.
- Completed degree from an accredited institution in the United States, Canada, United Kingdom, Ireland, Australia, or New Zealand.
- Experience marking, grading, or examining written work against set criteria or rubrics.
- Background in assessment design, instructional design, peer review, thesis supervision, or academic writing support.
- Keen attention to detail, critical analysis skills, and the ability to deliver objective, well-articulated judgments.
- Capable of independent remote work and meeting project deadlines.
- Experience with model evaluation, RLHF, or annotation is an asset but not mandatory.