Consult manuals, schematics, wiring diagrams, and engineering personnel to troubleshoot and solve equipment problems and to determine optimum equipment functioning.

“Consult manuals, schematics, wiring diagrams, and engineering personnel to troubleshoot and solve equipment problems and to determine optimum equipment functioning.” is a core task performed by Electrical and Electronics Repairers, Powerhouse, Substation, and Relay. Among the occupation's 16 rated tasks, workers place it 14th by importance (#3 most important). About 98% 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.

• Read documents or materials to inform work processes. in Getting Information

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
• 88% of interactions still needed a human in the loop

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

• Inspect and test equipment and circuits to identify malfunctions or defects, using wiring diagrams and testing devices such as ohmmeters, voltmeters, or ammeters. · importance 4.5
• Prepare and maintain records detailing tests, repairs, and maintenance. · importance 4.4
• Analyze test data to diagnose malfunctions, to determine performance characteristics of systems, or to evaluate effects of system modifications. · importance 4.2
• Notify facility personnel of equipment shutdowns. · importance 4.2
• Open and close switches to isolate defective relays, performing adjustments or repairs. · importance 4.2
• Construct, test, maintain, and repair substation relay and control systems. · importance 4.1
• Test insulators and bushings of equipment by inducing voltage across insulation, testing current, and calculating insulation loss. · importance 4.0
• Repair, replace, and clean equipment and components such as circuit breakers, brushes, and commutators. · importance 4.0
• Schedule and supervise the construction and testing of special devices and the implementation of unique monitoring or control systems. · importance 3.9
• Schedule and supervise splicing or termination of cables in color-code order. · importance 3.9
• Test oil in circuit breakers and transformers for dielectric strength, refilling oil periodically. · importance 3.9
• Run signal quality and connectivity tests for individual cables, and record results. · importance 3.8
• Disconnect voltage regulators, bolts, and screws, and connect replacement regulators to high-voltage lines. · importance 3.7
• Maintain inventories of spare parts for all equipment, requisitioning parts as necessary. · importance 3.5

See all tasks on the Electrical and Electronics Repairers, Powerhouse, Substation, and Relay 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-11744,
  title  = {Consult manuals, schematics, wiring diagrams, and engineering personnel to troubleshoot and solve equipment problems and to determine optimum equipment functioning.},
  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-11744}
}