Frame-Accurate Robotic-Arm Event Reviewer

Your work at IXO

Evaluate robotic-arm sessions for IXO action-understanding data.

Responsibilities

• Inspect the observed actions and outcomes against the written task and rubric.
• Label relevant objects, actions, events and transitions with consistent descriptions.
• Explain ambiguous cases and correct labels that do not match the footage.
• Review quality and incorporate feedback into subsequent annotations.
• Mark the exact start and end of each event at frame level.
• Verify timecode alignment and correct annotation drift or inconsistent boundaries.

Profile

Close attention to visual detail, strong communication, reliable time management and analytical problem-solving are required. Timeline tools, frame/timecode annotation and prior data labeling are preferred; robotics, AI training or ML-data preparation are especially valuable. Contributors must be based in North America, Latin America, Europe, the UK or Oceania.

Deliverables and pay

Outputs are annotated clips, supported scores, corrected boundaries where applicable, and clear uncertainty notes. IXO will agree the scope, schedule and review criteria before work begins.

Pay is $55 • $95/hr in USD. Work is remote.