Robotics Video Annotation QA Reviewer

Annotation Academy; United States; Remote; USD 60,000 - 90,000; Full time

Job summary

Annotation Academy is seeking a detail-oriented QC Reviewer to ensure quality and consistency of robot manipulation video annotations. You will review labeled segments against a style guide, catch errors, and provide constructive feedback to annotators across multiple camera views.

The role emphasizes accuracy, clear written communication, and independent work to meet turnaround expectations. Responsibilities include cross-checking descriptions, ensuring full video coverage, and reporting

Qualifications

• Excellent written English and strong reading comprehension.
• Exceptional attention to detail to catch subtle mismatches.
• Strong grasp of spatial/mechanical description for accurate labeling.

Responsibilities

• Review robot manipulation annotations across labeling detail levels.
• Cross-check descriptions against multiple camera views for accuracy.
• Ensure full coverage of each video with no gaps or idle moments.
• Flag inaccuracies or smoothing in descriptions and reference examples.
• Evaluate adherence to the style guide and vocabulary consistency.
• Identify recurring errors and report patterns for calibration.
• Provide actionable feedback referencing the style guide.
• Participate in calibration sessions with team and client.
• Maintain a QC log of review outcomes and trends.

Skills

Excellent written English

Attention to detail

Spatial description

Style-guide application

Constructive feedback

Independent work

Job description

Annotation Academy is seeking a detail-oriented QC Reviewer to ensure quality and consistency of robot manipulation video annotations. You will review labeled segments against a style guide, catch errors, and provide constructive feedback to annotators across multiple camera views.

The role emphasizes accuracy, clear written communication, and independent work to meet turnaround expectations. Responsibilities include cross-checking descriptions, ensuring full video coverage, and reporting