Robotics Expert

Robotics Expert is a remote review track for evaluating robotics review outputs against real\-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 matters** ------------------------- Robotics review systems run in the physical world, where a confident\-looking failure can hurt someone. AuraOne uses experienced robotics and operations reviewers to grade outputs against perception, motion, and safety constraints. **Responsibilities** -------------------- * Review robotics review outputs against current safety standards and operating envelopes for Robotics Expert assignments. * Grade perception, motion, and decision logic on a structured rubric. * 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\-quality scores in inter\-rater calibration cycles. **Qualifications** ------------------ * Hands\-on experience with robotic, autonomous, or teleoperated systems. Operating, supervising, or evaluating them for Robotics Expert work. * Comfort reasoning about perception, motion planning, and physical safety envelopes. * Familiarity with structured incident taxonomies and severity scoring. * Clear written reasoning that names the failure mode and the standard being applied. * 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 motion. * Score a perception output against ground\-truth labels and rate the failure category. * Adjudicate a disputed safety call between two reviewers using firm operating procedures. * Audit a 25\-trajectory batch for rubric consistency and report drift to the program lead. **Nice 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 * Motion safety * Incident taxonomy * Robotics review **Work model** -------------- Remote — US\-eligible. Remote · Independent specialist contractor. Employment type: CONTRACTOR. Applicants must be authorized to work from US. **Compensation** ---------------- Hourly rate confirmed after the interview process. **Application process** ----------------------- Apply through AuraOne's specialist intake for role\-specific routing and review. Final project scope, schedule, and contractor terms are confirmed before placement.