Subject-Matter Experts – AI Benchmark Question Writers, Reviewers

at1-StopAsiaRemoteTH flagThailandFreelanceContent WriterMid-levelSenior

Posted Oct 13

This is a fully remote position, open to applicants in Thailand.

πŸ“‹ Description

β€’ Develop original, exam-style questions in the specified language and designated subject area.

β€’ Create both short-form questions and long-form connected reasoning tasks evaluated against a defined rubric.

β€’ Assess each question using five AI models: GPT, Gemini, Claude Opus, Kimi, and Muse Spark.

β€’ Ensure questions are accepted only when at least three out of five models provide incorrect answers.

β€’ Generate a minimum of five non-challenge questions per domain that are answered correctly by the models.

β€’ Include the correct answer, reasoning, difficulty explanation, and model errors for each question, translated into English.

β€’ Document all work using a structured Google Sheets template.

β€’ Evaluate accepted questions based on criteria such as form, ambiguity, multi-step reasoning, correctness, and reasoning explanation.

β€’ Provide comments on any issues and either approve or return questions as necessary.


⛳️ Requirements

β€’ Must be a native speaker of Thai, Filipino, Vietnamese, Korean, or Russian.

β€’ Hold a university degree in one of the specified domains (Master's or PhD preferred) and/or possess professional, teaching, or research experience in the area.

β€’ Exhibit strong written English skills to accurately translate questions, answers, and explanations.

β€’ Be comfortable utilizing AI chat tools and Google Sheets.

β€’ Display precision, patience, and the ability to work independently within deadlines.

β€’ Experience in exam or test writing is advantageous.

β€’ University teaching experience is a plus.

β€’ Expertise in multiple domains is beneficial.

β€’ Previous work in AI training data, evaluation, or annotation is desirable.

β€’ Must be able to complete all tasks by November 2, 2026.

β€’ For each subject area covered, deliver 20 accepted questions (10 short-form and 10 long-form) along with at least 5 non-challenge questions.


🏝️ Benefits

β€’ Question Writers receive payment in USD for each accepted question, with a higher rate for long-form questions.

β€’ Reviewers are compensated per reviewed question or on an hourly basis.

β€’ Flexible working hours are available.

β€’ This position allows for fully remote work.

β€’ Opportunity to contribute to the development and evaluation of AI benchmarks.

β€’ Work may encompass one or multiple subject areas.

β€’ Candidates can start as soon as possible following onboarding.

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