Video Annotation Expert
Core
Evaluate and refine video annotations for robotics and human-activity datasets to train AI systems.
Role type
Contractor video annotation specialist
Builds
High-quality video annotation datasets for robotics and human-activity AI models
Domain
Robotics and AI training data
Deliverable
production ML models
Required skills
Video analysis, action recognition, rubric application, quality assurance, written documentation, comparative evaluation
Preferred skills
Domain knowledge in robotics or human movement, experience with AI evaluation pipelines
Technologies
Video annotation tools, rubric-based evaluation frameworks
Responsibilities
Review and analyze short video clips of robots or people performing actions, Determine the accuracy and completeness of actions based on defined end states, Compare video samples to identify which better fulfills the specified instruction, Refine, correct, or augment AI-generated video annotations, Detect subtle differences in movement, object interaction, and action sequences, Document observations and decisions using clear written communication