Description review
AI Trainer - Mandarin/Cantonese
Wing Assistant · Malaysia · back to the listing
HR standards
73/100
solid
Title ↔ description
76/100
solid
Reads as
Unclear
no confident match
What the listing never says
- No pay range published. Candidates cannot tell whether applying is worth their time. Pay transparency
- No location or timezone policy stated, so a candidate cannot tell where they may work from. Scope clarity
The listing, marked up
Nothing in the wording of this listing tripped a check. The scores above still judge how complete and coherent it is.
Wing Data is looking for Freelance AI Audio & Video Trainers to support one of our clients on an AI Training Audio & Video Participation Study.
This is a flexible, project-based opportunity rather than a full-time or monthly position. Work is assigned based on availability, and tasks may range from a single 5-minute session to several hours of work.
Language Required:
• Mandarin
• Cantonese
What You'll Do
• Record audio/video tasks that help train next-generation AI systems.
• Review requirements, then continue to partner onboarding.
• You will participate in audio/video recording tasks that may involve speaking, labeling, reviewing, or following on-screen instructions.
• Your submissions support the development and training of next-generation AI systems.
• We are collecting high-quality human data to improve how AI understands speech, behavior, communication, and real-world interactions.
• Follow task instructions carefully and record in a clear, accurate, and suitable environment.
Compensation
• We offer a pay range of $6 - $18 per hour, with the exact rate determined based on the language, expertise, and geographic location. Final offer amounts may vary from this listed range
• Pay is structured around an hourly rate and prorated by task length.
Important: While submitting your application, please complete our short screening form here:
[ ]
We will ONLY review candidates who complete both the application and the screening form. The form takes about ~60 seconds to complete.
Originally posted on Himalayas
This is a flexible, project-based opportunity rather than a full-time or monthly position. Work is assigned based on availability, and tasks may range from a single 5-minute session to several hours of work.
Language Required:
• Mandarin
• Cantonese
What You'll Do
• Record audio/video tasks that help train next-generation AI systems.
• Review requirements, then continue to partner onboarding.
• You will participate in audio/video recording tasks that may involve speaking, labeling, reviewing, or following on-screen instructions.
• Your submissions support the development and training of next-generation AI systems.
• We are collecting high-quality human data to improve how AI understands speech, behavior, communication, and real-world interactions.
• Follow task instructions carefully and record in a clear, accurate, and suitable environment.
Compensation
• We offer a pay range of $6 - $18 per hour, with the exact rate determined based on the language, expertise, and geographic location. Final offer amounts may vary from this listed range
• Pay is structured around an hourly rate and prorated by task length.
Important: While submitting your application, please complete our short screening form here:
[ ]
We will ONLY review candidates who complete both the application and the screening form. The form takes about ~60 seconds to complete.
Originally posted on Himalayas