micro1 · Finance & specialist
Education Practitioner - Learning & Assessment Specialist
Listed on micro1 as “Education Practitioner - Learning & Assessment Specialist”
How this rate compares
This listing
$90–$130 per hour
Typical in Finance & specialist
$60–$100 per hour
Within the typical range
Typical: the middle of the lowest and highest rates posted by 345 listings in this category on Seoulstart, in US dollars.
What this actually is
You bring your specialist expertise to AI evaluation. The shape of the work varies but the pattern is the same: review outputs, rate quality, write prompts, flag errors. The platform title (Education Practitioner - Learning & Assessment Specialist) reflects the rate band and the expertise required, not the day-to-day work.
How micro1 picks people
- Apply to the role, then do an interview with micro1's AI recruiter. It takes 20 to 40 minutes.
- Some roles add a short skills test after the interview.
- If you pass, micro1 asks you to finish your profile and verify your ID. You then join its certified pool and can apply to its other open roles.
Before you start
- Plan for 40 minutes in a quiet place.
- Have your CV and two or three examples of your own work in this field ready to talk about.
Not every applicant gets an offer. Prepare well for the interview.
How to prepare for the micro1 interview
Source: micro1's help pages. library.micro1.ai
Can you do this on your visa?
F-2 / F-4 / F-5 / F-6: open. E-1 to E-7: needs concurrent-employment permit. D-2 / D-4 students: S-3 permit, 20 hr/week cap. D-10 / D-8: case by case.
Korean tax on USD income
First 5 years in Korea: foreign-source income only taxed if remitted into Korea. After year 5: worldwide income. Full tax guide.
Original posting from micro1
Role Title: Education Practitioner - Learning & Assessment Specialist
Role Type: Contractor
Location: Remote - USA Preferred
micro1 is engaging Education Practitioner - Learning & Assessment Specialists to contribute expertise to a customer’s innovative education project. 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.
Scope of Work
• Evaluate and refine interactive learning materials, including quizzes, formative assessments, and tutoring content for accuracy, pedagogical soundness, and learner engagement.
• Analyze learning interactions to determine effectiveness in building durable understanding rather than rote answer provision.
• Apply and enhance assessment rubrics, grading criteria, and outcome measurement tools to ensure high standards of learner evaluation.
• Provide expert feedback on educational content, ensuring academic rigor, suitability for diverse learners, and alignment with learning objectives.
• Develop, review, or iterate on visual and multimodal instructional resources to enhance comprehension and retention.
• Document observations and recommendations with clarity and precision, prioritizing strong written and verbal communication for effective collaboration.
• Contribute insights to improve AI-driven educational tools and resources, drawing on experience with learning design and evaluation.
Preferred Qualifications
• Extensive experience as an instructional designer, learning scientist, assessment specialist, or educator within K-12, higher education, or edtech contexts.
• Demonstrated success designing, evaluating, or delivering tutoring, quizzes, formative assessments, or interactive educational media.
• Proficiency in judging academic correctness, learner appropriateness, and the developmental value of educational activities.
• Hands-on practice developing or applying rubrics, outcome measurement strategies, or innovative grading systems.
• Experience creating or optimizing visual, interactive, or multimodal learning materials for diverse audiences.
• Exceptional written and verbal communication skills, supporting precise feedback and effective remote collaboration.
• Strong preference for professionals with availability aligned to the US Pacific Time zone.
Quoted from micro1's public listing on 2026-11-13. We don't edit platform copy; honest framing is in the title and the “what this actually is” block above.
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More on this platform
About micro1
Recruits experts and generalists for AI training projects and lists each role with an hourly range on its own job board. You apply per role, then do a role-specific interview with micro1's AI recruiter.
Is micro1 legit? Our review
A real US company that pays experts in USD through Deel twice a month. The hard part is getting from the Zara AI interview to paid work. Covers pay and who can join.
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