Role Title: English Speaking Generalist Role Type: Contractor Location: Remote micro1 is engaging English Speaking Generalists to participate in a unique AI training and evaluation project for a customer.
Maps Personalization Relevance Rater - Japan
Originally posted July 13, 2026.
Job description
This freelance project focuses on evaluating personalized search and location recommendations for Google Maps users in Japan.
Contributors will help assess how relevant and useful AI-generated recommendations are based on user activity history and contextual signals.
The role is designed for people who:
- Notice when recommendations genuinely make sense
- Think critically about relevance, usefulness, and intent
- Care about accuracy in digital experiences
Key Responsibilities
Review search queries with personalized recommendation results
Evaluate suggested places such as:
- Restaurants
- Businesses
- Locations
- Previously related places
Assess whether recommendations are:
- Relevant
- Useful
- Contextually appropriate
Follow detailed project guidelines and complete rating tasks accurately
Maintain consistent quality across evaluation tasks
Requirements
Must be located in Japan
Must have authorization to work in Japan
Existing actively used Gmail account with prior Google Maps usage history required
Strong:
- Attention to detail
- Analytical thinking
- Judgment skills
Ability to follow structured evaluation guidelines consistently
Participation Notes
- Participation is limited to a maximum of 3 project rounds
- Task availability is dynamic and project rounds may vary over time
Work Details
Freelance contract
Fully remote
Estimated workload:
- Approximately 8–10 hours per project cycle
Ongoing weekly project schedule
Recently published opportunity
Additional Information
This role focuses on improving the quality and relevance of AI-driven recommendation systems and personalized digital experiences for users in Japan.
You will be redirected to the company's website to complete your application.