Robot Data Annotation Analyst
2 days ago
As a Robot Data Annotation Analyst, you will help shape the next generation of Physical AI foundation models. You'll analyze and label videos of robot interactions with fine-grained precision, segmenting actions, identifying objects, and describing events according to detailed annotation specifications. Your work will directly support the training and evaluation of vision-language-action (VLA) models used to teach robots how to perceive and act in the world.
Job Details:
Work from Home
Monday to Friday | 9 AM to 6 PM Philippines Time (The schedule may be subject to change in the future depending on workload and client requirements.)
*Following US Holidays
Responsibilities:
- Annotate and Segment Videos: Accurately timestamp video segments according to discrete robot actions such as pick, move, place, push, and pull.
- Identify and Classify Objects: Label target objects with the correct attributes (e.g., color, shape, and type/noun).
- Action Attribution: Identify which robotic arm is used and apply the correct action verb for each event.
- Generate Descriptive Captions: Write clear, concise natural language descriptions summarizing each segment's action, object, and spatial context.
- Evaluate Performance: Rate each action and overall task as success, sub-optimal, or failure based on completion criteria.
- Detect Idle Time: Identify and flag idle or non-action segments within videos.
- Quality Control: Perform reviews on annotations for accuracy, consistency, and linguistic quality; provide feedback for continuous improvement.
- Documentation: Contribute to annotation guidelines, standard operating procedures (SOPs), and troubleshooting documentation
- Exceptional attention to detail and a proactive, quality-focused mindset.
- Strong written and verbal communication skills in English.
- Ability to follow written and verbal instructions with high precision.
- Experience with data labeling, linguistic annotation, or video analysis tools is an advantage
- Background or coursework in robotics, cognitive science, linguistics, or computer vision is a plus
- Demonstrated consistency, reliability, and self-motivation.
- Openness to feedback and commitment to continuous improvement.
- Ability to maintain accuracy and efficiency while working independently.
- Typing speed of at least 40 words per minute is highly preferred.
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