- Review and label datasets including text, images, audio clips, and video frames according to provided guidelines
- Categorize content accurately across a range of annotation tasks (sentiment, object detection, intent classification, etc.)
- Flag ambiguous or problematic content for senior review
- Meet quality benchmarks — accuracy matters more than speed
- Complete tasks within assigned deadlines while maintaining consistency
- Provide feedback on annotation guidelines when instructions are unclear or contradictory
- Participate in calibration sessions to align on quality standards with the team
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