Job Description
– Egocentric Video Reviewer Position: Egocentric Video Quality Reviewer Department: Data Services / AI Data Operations Work Type: Remote Employment Type: Full-time / Project-based

About the Role
We are looking for detail-oriented Egocentric Video Reviewers to assess first-person video recordings collected for AI and robotics training. The role involves reviewing videos against predefined quality guidelines, identifying issues that could impact dataset usability, and making accurate acceptance or rejection decisions. We are looking for individuals who can work efficiently with large volumes of video while maintaining consistent quality standards.

Key Responsibilities
• Review first-person (egocentric) videos against project-specific quality guidelines.
• Evaluate video quality, including camera positioning, visibility, lighting, stability, and recording continuity.
• Assess whether recordings capture meaningful activities with clear actions and sufficient hand visibility.
• Identify issues such as excessive idle time, repetitive activities, obstructed views, poor lighting, and unclear task purpose.
• Accept or reject submissions based on predefined criteria and document accurate rejection reasons.
• Apply review guidelines consistently to minimize subjective decisions.
• Meet daily productivity and accuracy targets without compromising review quality.
• Escalate ambiguous cases, technical issues, or unclear guidelines to team leads.
• Participate in calibration sessions, training, and quality feedback reviews.
• Maintain confidentiality and comply with data privacy and security requirements. Requirements
• Robust attention to detail and ability to identify visual quality issues.




• Good English comprehension and ability to follow detailed written instructions.
• Comfortable reviewing large volumes of video content.
• Ability to make quick, accurate, and consistent decisions.
• Strong time management skills and ability to meet daily targets.
• Reliable internet connection and a computer capable of smooth video playback.
• Willingness to receive feedback and adapt to evolving guidelines.
• Ability to work independently in a remote environment. Preferred Qualifications
• Previous experience in video annotation, content moderation, quality assurance, or data labeling.
• Familiarity with AI training datasets, egocentric recordings, or robotics applications.
• Experience using annotation or video review platforms.
• Understanding of first-person camera perspectives and common video quality issues. Performance Expectations Reviewers will be evaluated based on:
• Review accuracy: Alignment with established quality standards and expert reviewer decisions.
• Productivity: Number of videos reviewed within expected

working hours
.
• Decision consistency: Accurate and consistent application of acceptance and rejection criteria.
• Feedback quality: Clear and correct rejection reasons.
• Reliability: Consistent attendance, engagement, and adherence to assigned schedules. Specific productivity and accuracy targets will be communicated during onboarding and calibration. What We're Looking For Someone who is detail-oriented, reliable, quick to learn, and comfortable making consistent quality decisions at scale. Previous annotation experience is a plus, but strong judgment, commitment, and the ability to follow guidelines accurately are equally important.

📌 Egocentric Video Quality Reviewer (India)
🏢 CNTXT AI
📍 India