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Micro1
RemoteHotAI & Machine Learning

Household Data Specialist - Video Capture | $30/hr Remote

$30–$30/hr
Posted May 30, 2026
contract
20 openings

Overview

This role involves capturing high-quality video demonstrations of everyday household tasks using a UMI gripper wearable device to train personal robotics. As a contractor, you will follow detailed specifications, review feedback, and iteratively improve data quality. The work is remote and requires a US-based household, with equipment provided at no cost.

What You'll Do6

  • 1Capture and submit high-quality, specification-compliant video demonstrations of everyday household tasks using a UMI gripper wearable device.
  • 2Follow detailed, task-specific instructions to ensure all recordings meet rigorous project standards.
  • 3Review feedback from assigned reviewers and iteratively refine your approach to improve data quality.
  • 4Operate and set up recording equipment and the UMI gripper to accurately mimic real-world hand movements while performing tasks.
  • 5Communicate proactively and clearly with the customer’s project team, both in writing and verbally.
  • 6Maintain a consistent weekly workflow to meet the minimum approved data requirements.

Requirements7

  • 1Keen attention to detail and demonstrated ability to follow complex specifications precisely.
  • 2Manual dexterity and experience with physical task precision in varied household environments.
  • 3Comfort with operating, wearing, and setting up specialized devices and recording equipment.
  • 4Capacity to incorporate feedback and make iterative improvements to processes and outputs.
  • 5Strong written and verbal communication skills, including openness to prompt feedback exchanges.
  • 6Reliable access to a fully equipped U.S. household (kitchen, living spaces, and common items).
  • 7Ability to upload large video files via stable, high-speed internet from your home environment.

Who Should Apply

Ideal candidates have a keen eye for detail, manual dexterity, and comfort with wearable tech and recording equipment. They are proactive communicators who can follow complex instructions and incorporate feedback. A genuine curiosity about personal robotics and AI, plus prior experience in data collection or usability studies, are strong pluses.

Salary Insight

This is a Pay-Per-Task (PPT) project—compensation is output-based at $30 per hour of approved data that meets specifications. Expect roughly 2 hours of recording and review work per 1 hour of approved data, with the ratio improving over time.

Required Skills

Attention to Detail & Specification AdherenceManual Dexterity & Physical Task PrecisionDevice/Equipment Operation & SetupFeedback Incorporation & Iteration

Application Tip

Highlight your attention to detail and ability to follow complex specifications by describing a past project where you adhered to strict guidelines and incorporated iterative feedback successfully.

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