Robotics Failure and Teleoperation Data Specialist

AI Trainer Jobs; United States; Remote; USD 55,000 - 110,000; Part time

Job summary

AI Trainer Jobs is seeking a remote Robotics Failure and Teleoperation Data Specialist to review robotics outputs for safety and realism. You will evaluate perception, motion, and decision logic against defined operating envelopes, flag near-misses, and document corrected trajectories for training data creation.

This independent contractor role is remote with hourly compensation to be confirmed after interview, and eligibility is limited to candidates in the United States.

Qualifications

• Hands-on robotics or autonomous system experience.
• Ability to reason about perception, motion planning, and safety envelopes.
• Familiarity with incident taxonomies and severity scoring.
• Clear written reasoning naming failure modes and the standard being applied.
• Reliable async availability for at least 10 hours per week.

Responsibilities

• Review robotics outputs against safety standards and operating envelopes.
• 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.

Skills

Robotics systems experience

Perception & motion reasoning

Incident taxonomy

Written reasoning

Async availability

Tools

Trajectory-replay tooling

Simulation environments

AI evaluation tooling

Job description

About the role

Robotics Failure and Teleoperation Data Specialist 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.
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.
Review teleoperation, navigation, and manipulation work. Physical-world safety is part of it.

Responsibilities

• Review robotics review outputs against current safety standards and operating envelopes for Robotics Failure and Teleoperation Data Specialist 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.

Role details

Track Robotics & physical AI review Work model Remote Independent specialist contractor Compensation Hourly rate confirmed after the interview process. Eligible from US

What you should bring

• Hands-on experience with robotic, autonomous, or teleoperated systems. Operating, supervising, or evaluating them for Robotics Failure and Teleoperation Data Specialist 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.

Role signals

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.

Useful experience

• 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.

Compensation and schedule

Hourly rate confirmed after the interview process.
Expected arrangement: contractor , with program-defined task volume and review pacing. Placement depends on current program demand and reviewer confirmation.

Skills used in matching

• Robotics evaluation
• Perception review
• Motion safety
• Incident taxonomy
• Robotics review
• Science & Research
• AI evaluation
• Rubric writing
• Expert review

Application boundary

Creating a specialist profile records your experience and preferences. Starting role intake is a separate action that attaches this role to your candidate record.

Specialist intake

The intake preserves your chosen role, the visible terms, and source attribution for reviewer context.

• 01 Confirm profile and eligibility details.
• 02 Attach this role deliberately.
• 03 Receive a human review decision or follow-up.
  Placement timing depends on program demand and reviewer confirmation.