See all roles

Educational Experts: Scenario Insights

Work from home Full-time role Hiring

Welcome! 👋We are conducting a research study with education professionals and experienced practitioners. The goal is to collect real-world tutoring and academic scenarios that will help train AI models to handle complex educational advisory situations.The research objective is to help AI understand real education situations, including prerequisite gaps, learning style mismatches, and the hidden details that change how a student needs to be taught.Tool use is required — This survey exclusively accepts scenarios where a helpful AI assistant would actively use tools. Submissions describing purely conversational scenarios (no tools) will be rejected. Who can participate Teachers and instructors at any level (K-12, university, vocational) Tutors and academic coaches Education students (enrolled or recently graduated) Education administrators and curriculum designers Learning & development professionals Experienced learners who have navigated a significant academic challenge Validation Process Automatically rejected: Generic responses, use of AI, inconsistent subject level or educational context, made-up cases without real academic knowledge.The use of AI is not permitted. Generic or superficial responses will be rejected. Your story must reflect real education expertise and knowledge of how learning and teaching actually work.Required for success: tool use in your submission's case resolution (assignment sheets, rubrics, student work, lecture notes, syllabi, scheduling tools, etc.) that corroborate the scenario described. Submissions accompanied by real evidence are significantly more likely to be approved.Approval criteria: Coherent fields and story, real subject-specific educational detail, at least 3 concrete learning constraints, and a clear hidden fact that changes the tutoring approach.⏱️ Expected time: ~40 minutes per submission.Remember: The use of AI is not permitted.

Responsibilities

Describe specific real-world learning challenges and situations. Share detailed accounts of how you navigated complex educational scenarios. Provide examples of guidance and support given in various learning contexts. Explain the intricacies of different instructional or developmental situations.

Requirements

Individuals passionate about advancing educational methods. People with significant experience in guiding learning and development processes. Those eager to contribute practical wisdom to AI training. Professionals with deep insight into various learning environments.

Compensation

USD 12.00-220.00 for the interview Ready to participate? Start your paid interview now Apply To This Job

You might like

Travel Experts: Share Your Journey

Work from home Full-time role

Shopping Experts: AI Training

Work from home Full-time role

Legal Experts: AI Research Insights

Work from home Full-time role

Sales Operations Specialist - US Remote

Work from home Full-time role

Apply for JobClinical Applications SpecialistApply for Job

Work from home Full-time role

Economics Adjunct - Online MBA

Work from home Full-time role

Temporary Licensing Specialist

Work from home Full-time role

Marketing Manager

Work from home Full-time role

Engineering Manager, Delivery

Work from home Full-time role

Senior SOC Analyst

Work from home Full-time role

Experienced Customer Experience Associate - Remote

Work from home Full-time role

Flexible Part-Time Remote Data Entry Position for College Students | Earn $15/Hour with Flexible Hours at arenaflex

Work from home Full-time role

Experienced Part-Time Customer Service Associate – Remote Opportunity with arenaflex

Work from home Full-time role

Experienced Full Stack Customer Support Agent – Virtual Environment

Work from home Full-time role

Construction Sales Consultant (Reno) - San Antonio, TX

Work from home Full-time role

Experienced Customer Service Associate - Nights and Weekends (Full Time) at arenaflex

Work from home Full-time role

Experienced Part-Time Remote Area Manager – Customer-Focused Operations Leadership at arenaflex

Work from home Full-time role

Summer 2026 PT Chemistry Teacher (Grades 9–12)

Work from home Full-time role

Remote Call Center/Outbound Sales

Work from home Full-time role

In-house CRA I

Work from home Full-time role