OneForma · General projects
Multilingual AI Response Evaluator And Prompt Writer
Listed on OneForma as “Multilingual AI Response Evaluator And Prompt Writer”
What this actually is
You complete short labeling tasks, record everyday activities, or evaluate AI outputs across general knowledge domains. Open to most backgrounds. The platform title (Multilingual AI Response Evaluator And Prompt Writer) reflects the rate band and the expertise required, not the day-to-day work.
How OneForma picks people
- Find a matched project in your dashboard and pass its eligibility check.
- Pass the skill tests or certifications the project needs.
- Verify your ID if the project asks for it. It takes about 3 minutes.
- Sign the agreements in your legal name, then wait for approval.
Before you start
- Do not use a VPN or proxy. Unusual network activity can lock your account.
- If you fail a test with no attempts left, you can ask Help and Support for another one. It is not guaranteed.
Not every applicant gets an offer. Prepare well for the interview.
Source: OneForma's help pages. www.oneforma.com
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 OneForma
Work location: Remote from: Australia, Canada, France, Japan, United Arab Emirates
Pay: Paid per hour, as OneForma's project page states it.
About This Project
OneForma is looking for native language specialists to join Project Hermes, a remote AI improvement project focused on enhancing the quality of multilingual AI assistants.
As an AI Language Specialist, you will evaluate AI-generated responses, adapt content to sound natural and culturally appropriate for your language, write prompts, and improve AI outputs following detailed project guidelines. Your work will directly contribute to making AI assistants more accurate, helpful, and fluent for users around the world.
This is a remote project with a duration of approximately 2 months. A client-provided laptop will be supplied for project work.
Why This Work Matters
The purpose of this project is to improve the quality, accuracy, and naturalness of AI-generated content by using the expertise of native language specialists who can evaluate, adapt, and refine AI responses for their target audiences.
What You’ll Do
• Evaluate AI-generated responses according to project guidelines.
• Adapt content to ensure linguistic accuracy and cultural appropriateness.
• Write prompts that help improve AI performance.
• Edit and enhance AI-generated text for quality, fluency, and clarity.
• Follow quality standards and complete assigned tasks within project timelines.
Requirements
• Native speaker of one of the following languages:
• French (France)
• French (Canada)
• English (Australia)
• English (United Arab Emirates)
• Japanese (Japan)
• Must be based in: Brazil, Egypt, Germany, India, Italy, Mexico, Portugal, Turkey, United Arab Emirates (UAE), United Kingdom (UK), or the United States.
• Excellent writing and editing skills in your native language.
• Strong attention to detail and ability to follow written guidelines.
• Comfortable working with AI-generated content.
• Reliable internet connection.
• Ability to work remotely using a client-provided laptop.
Quoted from OneForma'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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About OneForma
OneForma is the contributor marketplace for Centific (formerly Pactera EDGE). Hires for domain-specific projects: cultural annotation, healthcare data, video data collection, photo ML evaluation. Mostly task-based pay rather than hourly.
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