Harbor Expert Network
Egocentric Capture Lead
$85–$125/hrpay
Required skills
About Harbor
Harbor connects domain experts to the development of frontier AI models. Real-world expertise is turned into training data, evaluations, and feedback loops that improve how models perform. AI labs and enterprises use Harbor to train models and build reliable agents through advanced evaluations and field capture programs. Experts contribute directly to how AI systems learn, reason, and perform across robotics, computer vision, wearable AI, industrial inspection, healthcare, and agentic systems. Harbor identifies and vets top talent through an AI recruiter, enabling high-quality contributions at scale.
Job description
Job title: Egocentric Capture Lead
Job type: Contractor
Location: Remote
Job summary: Lead first-person wearable capture programs for egocentric AI. You coordinate contributors, enforce consent and privacy rules, and deliver POV datasets buyers can trust.
Key responsibilities
- Design and run egocentric capture tasks across home, workplace, and skilled-trade scenarios.
- Train contributors on device mounting, lighting, audio sync, and task diversity requirements.
- Review POV footage for motion blur, PII risk, and guideline violations before submission.
- Maintain metadata completeness (environment, activity, device, duration) for every session.
- Serve as escalation point for ambiguous consent or safety situations in the field.
Required skills and qualifications
- Experience with head-mounted, wrist-mounted, or smart-glasses capture programs.
- Strong understanding of privacy, consent, and PII avoidance in uncontrolled environments.
- Leadership or coordinator experience on distributed field contributor networks.
- Reliable internet and ability to review uploads within program SLAs.
Preferred qualifications
- HCI, wearable computing, or egocentric vision research background.
- Experience with Meta smart glasses or similar consumer wearable dev kits.