Remote Surgical Robotics Failure Review Specialist

AuraOne, Inc.; United States; Remote; USD 28,000 - 55,000; Full time

Job summary

AuraOne, Inc. is seeking a remote Surgical Robotics Failure Case Reviewer to evaluate robotics outputs against physical-AI constraints. You will grade trajectories, perception assumptions, and safety envelopes; flag failure modes; and document the corrected behavior so the modeling team can train on it.

This independent contractor role offers flexible hours and remote US eligibility, with hourly compensation to be confirmed after the interview process.

Qualifications

• Hands-on experience with robotic, autonomous, or teleoperated systems.
• 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.

Responsibilities

• Review robotics review outputs against current safety standards and operating envelopes for Surgical Robotics Failure Case Reviewer 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.

Skills

Robotics evaluation

Perception review

Motion safety

Incident taxonomy

Robotics review

Embodied AI

Safety review

Surgical

Tools

Simulation environments

Trajectory replay tooling

Job description

AuraOne, Inc. is seeking a remote Surgical Robotics Failure Case Reviewer to evaluate robotics outputs against physical-AI constraints. You will grade trajectories, perception assumptions, and safety envelopes; flag failure modes; and document the corrected behavior so the modeling team can train on it.

This independent contractor role offers flexible hours and remote US eligibility, with hourly compensation to be confirmed after the interview process.