Suggested rewrite: Led a cross-functional initiative that improved [business outcome] by [measurable result], demonstrating experience relevant to this role...
Project Lyra Mandarin Culture Expert
- Remote from
- Australia
- Salary
- USD 40–40 / hour
- Department
- Data Science & Analytics
- Employment
- Contract
- Experience
- Open level
- Published
- Apply before
- 8 Dec 2026
- Listing views
- 18
- Application actions
- 0
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About this role.
Overview
Are you passionate about languages, writing, and quality evaluation? We are launching an exciting language evaluation project and are looking for Mandarin-speaking experts to join our team.
In this role, you will contribute to training AI systems to better understand, generate, and refine language by performing structured evaluation and writing tasks, all from the comfort of your home and on a flexible schedule.
What you will do:
– Evaluate AI-generated responses for accuracy, grammar, and cultural relevance.
– Identify issues and provide refined, high-quality rewritten responses.
– Create natural prompts and responses in Mandarin to improve conversational datasets.
– Collaborate with global teams to help improve AI language models.
Project Details:
– Duration: 4 weeks.
– Rate: $40USD/hour
– Commitment: ~10 to 20 hours/week (flexible schedule).
– Job Type: Freelance contract.
– Location: Remote
Requirements:
– Background as a teacher (preferred but not a must) or experience in teaching/writing in Mandarin.
– Excellent written communication and strong grammatical accuracy.
– Familiarity with cultural nuances in Mandarin.
– Comfortable with structured tasks such as: preference ranking (factuality & locality), prompt-response writing, grammaticality checks, provision & improvement of text.
Note: Please do not use VPNs or IP-masking tools during the recruitment process — our security system requires accurate regional verification.
Job reference: #L1-CC1
Compensation
Additional Information
Why Join Welo Data?
✨ Limitless Flexibility
Project-based opportunities that fit your availability. Choose when and how much you want to contribute—fully remote, with complete autonomy.
🌱 Limitless Growth
Optional access to AI and Large Language Model workshops designed specifically for professionals like you. No coding required—just your expertise.
🌍 Limitless Support
Be part of a global contributor community with responsive guidance and support.
💡 Real Impact
Apply your expertise in the Legal field to influence the AI systems shaping the future of your industry—while collaborating with data professionals and expanding your skills.
How to Apply?
Apply now by answering a few quick questions to join our database and become part of our growing community.
About Welo Data
Welo Data, part of Welocalize, is a global AI data company with 500,000+ contributors delivering high-quality, ethical data to train the world’s most advanced AI systems. We’re building smarter, more human AI with a diverse community in 100+ countries.
At Welo Data, Limitless AI. Limitless You. isn’t just a slogan—it’s our promise. We build smarter AI through the power of human contribution, offering limitless opportunities for our global community to grow, contribute, and work on their terms.
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Sample interview questions
I would review the response for tone, register, idiomatic usage, social conventions, and regional suitability. I would identify wording that is grammatically correct but unnatural or culturally insensitive, explain the issue, and provide a more natural alternative.
I first verify the factual and linguistic issues, then preserve the original intent while rewriting for clarity, correctness, and natural Mandarin flow. I make sure the revised answer directly addresses the prompt and follows the required style or evaluation guidelines.
I use the project rubric as my primary reference, apply the same decision criteria to similar cases, and document edge-case interpretations when permitted. I also periodically review my prior decisions to ensure that my quality standards remain stable.
It should sound natural, have a clear user intent, and receive a relevant, accurate, and contextually appropriate response. The language should reflect realistic Mandarin usage and avoid awkward literal translations or unsupported claims.
I would mark it as deficient because language quality includes factuality and usefulness, not grammar alone. I would explain why it could mislead the user and provide a corrected response that is both accurate and fluent.
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