Troubleshoot robotic systems, using knowledge of microprocessors, programmable controllers, electronics, circuit analysis, mechanics, sensor or feedback systems, hydraulics, or pneumatics.

“Troubleshoot robotic systems, using knowledge of microprocessors, programmable controllers, electronics, circuit analysis, mechanics, sensor or feedback systems, hydraulics, or pneumatics.” is a core task performed by Robotics Technicians. Among the occupation's 23 rated tasks, workers place it 22nd by importance (#2 most important). About 91% of workers say it is relevant to their job.

This is a single occupation-specific task statement from O*NET. The figures below describe how central the task is to the job and what independent studies measure about AI and this kind of work — not a prediction that the task will be automated.

Work activities this task rolls up to

O*NET groups concrete tasks into broader work activities shared across many occupations.

• Diagnose system or equipment problems. in Making Decisions and Solving Problems

AI exposure

The OpenAI / Eloundou “GPTs are GPTs” study rates this task E1. Direct exposure — a language model could plausibly cut the time to do this task by at least half.

Exposure measures whether a model could meaningfully speed the task up — it is an estimate of overlap with model capabilities, not a measure of whether the work will be done by software. The study's intermediate score (β) for this task is 1.00. Automation potential label: T1.

How AI is actually used on this kind of task

The Anthropic Economic Index observes how people actually use AI on tasks like this one across millions of real conversations.

• 0.003% share of AI-use records mapped to this task

Observed AI use describes people choosing to use AI as a tool on this kind of task today. It is augmentation and assistance, not a measure of jobs replaced.

Other tasks in this occupation

• Make repairs to robots or peripheral equipment, such as replacement of defective circuit boards, sensors, controllers, encoders, or servomotors. · importance 4.2
• Maintain service records of robotic equipment or automated production systems. · importance 4.2
• Install, program, or repair programmable controllers, robot controllers, end-of-arm tools, or conveyors. · importance 4.2
• Modify computer-controlled robot movements. · importance 4.1
• Perform preventive or corrective maintenance on robotic systems or components. · importance 4.1
• Align, fit, or assemble components, using hand tools, power tools, fixtures, templates, or microscopes. · importance 4.0
• Attach wires between controllers. · importance 3.9
• Evaluate the efficiency and reliability of industrial robotic systems, reprogramming or calibrating to achieve maximum quantity and quality. · importance 3.8
• Program complex robotic systems, such as vision systems. · importance 3.8
• Develop robotic path motions to maximize efficiency, safety, and quality. · importance 3.8
• Test performance of robotic assemblies, using instruments such as oscilloscopes, electronic voltmeters, or bridges. · importance 3.8
• Train customers or other personnel to install, use, or maintain robots. · importance 3.6
• Build or assemble robotic devices or systems. · importance 3.6
• Fabricate housings, jigs, fittings, or fixtures, using metalworking machines. · importance 3.5

See all tasks on the Robotics Technicians page.

Sources for this page

Every figure above traces to a named public dataset and the exact release below — not hand-written opinion. See the full methodology for what each measure does and does not mean.

• O*NET 30.3 U.S. Department of Labor / National Center for O*NET Development
• Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27) Anthropic
• “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130 OpenAI / academic

Data compiled June 2, 2026. Figures are estimates, not advice.

@misc{singulariki-task-16589,
  title  = {Troubleshoot robotic systems, using knowledge of microprocessors, programmable controllers, electronics, circuit analysis, mechanics, sensor or feedback systems, hydraulics, or pneumatics.},
  author = {{Singulariki}},
  year   = {2026},
  note   = {O*NET 30.3; Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27); “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130. Accessed June 7, 2026},
  url    = {https://singulariki.com/tasks/task-16589}
}