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Maps Personalization Relevance Rater – Chinese (Hong Kong)
- Remote from
- Hong Kong
- Salary
- USD 24–24 / hour
- Department
- QA & Testing
- Employment
- Contract
- Experience
- Open level
- Published
- Apply before
- 7 Dec 2026
- Listing views
- 49
- Application actions
- 1
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About this role.
Contract type: Freelance
Language: Chinese (Hong Kong)
Estimated volume: 8 – 10 hours
Start date: The project runs on a weekly basis.
We are looking for qualified raters to support a project focused on evaluating personalized search and location recommendations. This role involves rating the relevance and usefulness of suggested places based on personalized results and defined project guidelines.
𝗜𝗳 𝘆𝗼𝘂’𝗿𝗲 𝘀𝗼𝗺𝗲𝗼𝗻𝗲 𝘄𝗵𝗼:
✅Notices when recommendations actually make sense
🧠Thinks critically about usefulness, intent, and context
🖥️Cares about accuracy in digital experiences
This project is built for you.
What you will do:
Review search queries with results personalized based on your activity history
Evaluate suggested places (e.g., restaurants or locations) related to places you’ve previously visited
Rate whether the suggested places are relevant and useful
Follow project guidelines and complete tasks accurately
Requirements:
- To be located and have the right to work in Hong Kong.
- An existing, actively used Gmail account with prior usage history on Google Maps.
- Participation is limited to maximum three project rounds. Please note that the task request will be dynamic and we will be providing you with a heads-up as soon as possible once there is a project round available for you.
Please note:
- This project requires opt-in, consent-based access to limited elements of your activity history. A consent form will be provided for you to review and sign before participation. Please note that the consent form and its terms may be subject to change as project requirements evolve.
- A desktop or laptop computer is required to complete the application and onboarding process. Mobile devices are not supported.
Compensation
Additional Information
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Role DNA
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2/5Autonomy Level
4/5Communication Load
2/5Salary analysis
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Core skills
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Sample interview questions
I would compare the recommendation with the query, the user's prior location activity, and the project criteria. I would assess whether the place plausibly meets the user's likely intent and document the rating consistently under the guidelines.
I would use the rating definitions and examples in the project guidelines to distinguish partial relevance from strong relevance. If the case remains ambiguous, I would select the best-supported rating and follow the established escalation process if one is available.
I review the guidelines before starting, apply the same decision sequence to each item, and periodically check my work against the rating criteria. I also avoid making assumptions beyond the evidence shown in the task.
Personalized recommendations should reflect meaningful signals from a user's prior activity, such as places visited or established interests. Considering that context helps determine whether a result is genuinely useful rather than merely generally popular.
I would review the consent terms carefully, access only the information required for the assigned work, and use it solely for completing project tasks. I would follow all privacy, security, and confidentiality requirements in the project documentation.
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