Remote Household Data Specialist - Video Capture (Japan)
Micro1 • Remote, Japan
Education
Master's
Type
Hourly
Pay Rate
$15/hr
Actively Hiring
1 openings
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- Start timeline
- Starts within ~24 hrs of onboarding
About this role
From the Micro1 listing
Job Title: Household Data Specialist - Video Capture (Japan) Job Type: Contractor Location: Remote, Japan-based.
Job Summary
Help train the next generation of personal robotics. You'll capture high-quality video demonstrations of everyday household tasks using a UMI gripper, a wearable device that mimics a robot's hand while letting you perform tasks naturally. Your demonstrations become training data that teaches robots how to operate in real homes.
Key Responsibilities
- Capture and submit high-quality, specification-compliant video demonstrations of everyday household tasks using a UMI gripper wearable device.
- Follow detailed, task-specific instructions to ensure all recordings meet rigorous project standards.
- Review feedback from assigned reviewers and iteratively refine your approach to improve data quality.
- Operate and set up recording equipment and the UMI gripper to accurately mimic real-world hand movements while performing tasks.
- Communicate proactively and clearly with the customer’s project team, both in writing and verbally.
- Maintain a consistent weekly workflow to meet the minimum approved data requirements.
Required Skills and Qualifications
- Keen attention to detail and demonstrated ability to follow complex specifications precisely.
- Manual dexterity and experience with physical task precision in varied household environments.
- Comfort with operating, wearing, and setting up specialized devices and recording equipment.
- Capacity to incorporate feedback and make iterative improvements to processes and outputs.
- Strong written and verbal communication skills, including openness to prompt feedback exchanges.
- Reliable access to a fully equipped Japanese household environment (kitchen, living spaces, and common items).
- Ability to upload large video files via stable, high-speed internet from your home environment.
- This role involves prolonged use of a VR headset; candidates should be comfortable with extended wear as part of their regular work environment.
Preferred Qualifications
- Genuine curiosity about personal robotics, AI, and emerging technology in home environments.
- Prior experience participating in data collection, usability studies, or similar hands-on projects.
- Patience for repetitive, precision-oriented work and willingness to adapt as project needs evolve.
Compensation structure
We're paying $15 per hour! This is a Pay-Per-Task (PPT) project. You're paid per hour of approved data that meets the project specifications.
Start Timeline & Availability
We typically fill roles within 48 hours, so we're looking for teammates who are ready to jump in. If selected, we'd love for you to start your first task as soon as you move forward with your application. The expectation is to begin completing tasks within ~24 hours of completing onboarding.
Equipment Requirements
- This project involves performing household tasks while wearing a VR headset and a pair of wearable hand-tracking gloves that capture your hand movements and the visual demonstration. All equipment will be shipped to you at no cost, with full setup and usage instructions provided during onboarding. Please ensure your home environment meets the space, lighting, and connectivity requirements covered during onboarding.
Additional information on Compensation
Quality-Based Compensation
Please note that your tasking compensation will be based on the quality of the data/ videos you submit:
- Not accepted: 50% of your hourly rate
- Accepted + meets quality requirements: 100% of your hourly rate
- Perfect/high-quality + fully follows the guidelines: 120% of your hourly rate This means that following the project guidelines closely and consistently producing high-quality work gives you the opportunity to earn above your standard hourly rate.
Completion Bonus
In addition to your regular tasking compensation, participants who successfully complete the allotted 15–30 hours of tasking by Friday, September 4 will receive an additional $100 completion bonus.
Requirements
- Attention to detail
- UMI Grippers
- Video Capturing
- Must be eligible to work in one of: Remote, Japan
How long hiring takes
Across the AI training platforms we refer candidates to, the median gap between referral and hire is about 30 days. It varies by platform and role, so treat it as a rough guide for this one.
Eligible Languages
Fluent proficiency in Japanese
Why this role
Micro1's Remote Household Data Specialist role for Japan pays $15 per hour for Japan-based contributors who capture video demonstrations of household tasks using a UMI gripper, a wearable device that mimics a robot's hand. The demonstrations become training data teaching robots how to operate in real homes. This role requires comfort performing everyday tasks naturally while wearing the gripper device.
Talent pool
We're light on Languages candidates
We've matched 72 people with a Languages background against 925 Languages listings we've tracked, so most go out without one. Set up a profile and we'll consider you for a role like this one.
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Common questions
What does the Micro1 application process look like?
Expect a screening interview with Zara, Micro1's AI recruiter. Prepare for it like a real video call: good lighting, clear audio, verbal answers to technical questions. A human manager reviews the recording afterward, and some roles add a short skills assessment on top.
What does task-based AI training work look like?
Practical, hands-on data work: recording short videos, categorizing images, rating text responses, or analyzing data. Tasks are designed to be short and distinct, typically 5 to 60 minutes each.
What does asynchronous AI training work mean in practice?
No set hours, no check-ins, no meetings. You log in when you want, pick up an available task, complete it, and submit; nobody is waiting on you in real time. That's different from remote employment, where you're expected online during business hours. The tradeoff: you're competing with others for available tasks, so an empty queue means there's simply nothing to do until more work is released.
What does Languages work look like for a Remote Household Data Specialist - Video Capture (Japan)?
Tasks here are scoped to Languages, not generic labeling. As a Remote Household Data Specialist - Video Capture (Japan), expect to draw on real domain judgment (evaluating outputs, correcting errors, or providing expert reasoning specific to Languages) rather than following a one-size-fits-all rubric. If you don't have hands-on Languages background, this is likely not the right listing to start with.
What specific skills does this listing call for?
Attention to detail, UMI Grippers, Video Capturing, and Japanese are named directly in the listing. If you don't have hands-on experience with these, expect the screening process to test for them directly rather than accepting adjacent experience as a substitute.
What does the 'openings' count on this listing mean?
It's Micro1's live count of how many candidates it's still trying to place for this specific role, 1 right now, not a countdown on your individual application. A higher number signals more active demand; it doesn't lower the bar for acceptance.
How much does this specific role pay?
This listing is posted at $15/hr, an hourly rate. Pay can change between when we last checked the listing and when you apply, so confirm the current number on the platform's own application page before committing time.
Do I need to be fluent in Japanese?
Yes. This role specifically requires Japanese proficiency, on top of the English most AI training work assumes by default. If Japanese is not a language you're fluent in, this is not the right role. Filter for your native language to find better-matched listings.
What happens when I click Apply on this listing?
You'll be taken to Micro1's external site to complete your application there. This listing links through a referral, but the process is identical to applying directly; the link just routes you correctly. Create an account on their site and follow their onboarding steps.
Do I need a Master's to qualify?
This role lists a master's degree as a requirement. In practice, the domain assessment is the real gate. If you can pass it, the degree is usually secondary. However, some platforms verify credentials formally, so list your actual qualifications accurately on your profile.
Can I apply from outside Japan?
This specific role is open only to people based in Japan. If you are somewhere else, applying is unlikely to lead to an offer even if you pass the assessment, because the restriction is usually about where the work can legally be contracted rather than your skills. Read the full description for any tax-residency or right-to-work caveats before you apply.