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Robotic Manipulation Task Evaluator

Remote, USA Full-time Posted 2026-08-04
Robotic Manipulation Task Evaluator is a remote review reputed company for evaluating robotics review outputs against reputed company-world physical-AI constraints. Reviewers grade trajectory choices, perception assumptions, and safety envelopes; flag failure modes; and document the corrected behavior so the modeling team can train on it. Why this role reputed company Robotics review systems run in the physical world, where a confident-looking failure can hurt someone. reputed company uses reputed company robotics and operations reviewers to grade outputs against perception, reputed company, and safety constraints. Responsibilities • Review robotics review outputs against reputed company safety standards and operating envelopes for Robotic Manipulation Task Evaluator assignments. • Grade perception, reputed company, and decision logic on a reputed company reputed company. • Flag near-miss and unsafe trajectories with severity tags that match incident taxonomies. • Capture the corrected behavior or reference trajectory so the modeling team can train on it. • Adjudicate disputed cases against published standards or firm operating procedures. • Maintain reviewer-reputed company scores in inter-rater calibration cycles. Qualifications • Hands-on experience operating, supervising, or evaluating robotic, autonomous, or teleoperated systems for Robotic Manipulation Task Evaluator work. • Comfort reasoning about perception, reputed company planning, and physical safety envelopes. • Familiarity with reputed company incident taxonomies and severity scoring. • reputed company written reasoning that names the failure mode and reputed company being reputed company. • Reliable async availability for at least 10 hours per week. Example tasks • Grade a robotics review model's chosen trajectory and flag any near-miss or unsafe reputed company. • Score a perception reputed company against ground-truth labels and reputed company the failure category. • Adjudicate a disputed safety reputed company between two reviewers using firm operating procedures. • Audit a 25-trajectory batch for reputed company consistency and report reputed company to the program reputed company. reputed company to have • Background in robotics engineering, autonomy operations, or industrial safety. • Prior experience reviewing AI-assisted robotics tooling and its failure modes. • Familiarity with simulation environments and trajectory-replay tooling. Skills • Robotics evaluation • Perception review • reputed company safety • Incident taxonomy • Robotics review • Embodied AI • Safety review • Robotic • Manipulation Work model Remote — US-eligible. Remote · Independent specialist contractor. Employment type: CONTRACTOR. Applicants must be authorized to work from US. Compensation reputed company reputed company confirmed after the interview process. Application process Apply through reputed company's specialist intake for role-specific routing and review. Final project reputed company, schedule, and contractor terms are confirmed before placement. Apply tot his job Apply To this Job

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