Remote Robot Manipulation Video QC Specialist

Welocalize India Llp; United States; Remote; USD 5,500 - 8,300; Part time

Job summary

Welocalize India Llp is seeking a detail-oriented QC Reviewer to ensure quality and consistency of robot manipulation video annotations. You will review labeled segments against a detailed style guide, catch errors, and provide constructive feedback to annotators.

This freelance role requires excellent written English, sharp attention to detail, and strong spatial description skills to verify accuracy across multiple camera views.

Qualifications

• Excellent written English and strong reading comprehension; evaluating precise language choices.
• Exceptional attention to detail to catch subtle mismatches between video and text.
• Strong grasp of spatial/mechanical description (left/right, above/below, object parts).
• Ability to apply a detailed, structured style guide consistently.
• Comfort giving clear, specific, constructive feedback to annotators.
• Reliable, self-directed work habits with independent handling of tasks.

Responsibilities

• Review annotations of robot manipulation videos across multiple labeling levels (atomic motion, skill/subtask, task/goal).
• Cross-check annotator descriptions against three camera views to verify actions, objects, and grasp details.
• Verify full coverage of each video, ensuring no labeling gaps.
• Check descriptions reflect what happened, including failures or slips, without smoothing.
• Evaluate adherence to style guide and terminology consistency.
• Identify recurring errors and report patterns for calibration.
• Provide actionable feedback referencing the style guide and examples.
• Participate in calibration sessions with team and client.
• Maintain a QC log documenting review outcomes and annotator trends.

Skills

Excellent written English

Attention to detail

Spatial description

Apply style guide

Provide constructive feedback

Independent work

Job description

Welocalize India Llp is seeking a detail-oriented QC Reviewer to ensure quality and consistency of robot manipulation video annotations. You will review labeled segments against a detailed style guide, catch errors, and provide constructive feedback to annotators.

This freelance role requires excellent written English, sharp attention to detail, and strong spatial description skills to verify accuracy across multiple camera views.