About the Role.

You'll watch short videos of robots performing manipulation tasks (filmed from three synchronized camera angles) and produce precise, structured, natural-language descriptions of the actions taking place. This work directly supports the development of robotics AI models and requires strong written English, sharp observational skills, and the discipline to follow a detailed style guide consistently.

What We're Looking For.

• Watch short robot manipulation videos, each filmed from three synchronized camera views (an overhead view and views from each of the robot's two wrist-mounted cameras).
• Break each video into time segments and write clear, natural-language descriptions for each segment.
• Apply labels at three levels of detail for each applicable segment:
• Atomic motion (a few seconds) — a single small movement (e.g., "close fingers around the red handle").
• Skill / subtask (several seconds to ~20 seconds) — a complete, meaningful action (e.g., "pick up the red block by its edge").
• Task / goal (up to ~1 minute) — the overall purpose of a sequence of skills (e.g., "place all blocks in the container").
• Ensure every moment of video is covered by a label at two or more of these levels — no gaps, including idle or pause moments.
• Accurately describe exactly what happens, including when something doesn't go as planned (a dropped object, a failed grasp, a slipped grip). Precision matters more than making the robot look successful.
• Cross-reference all three camera angles: use the overhead view to understand the overall scene and object identity, and the close-up wrist views to confirm exact contact and grasp details.
• Follow a detailed style guide covering vocabulary for actions, spatial relationships, object descriptions, and manner of movement, applying it consistently across many episodes.
• Participate in periodic calibration sessions to align your labeling with the team and the client's reference examples.

Work arrangement: Fully remote

Eligible countries: Philippines