Electrical and Electronics Repairers, Powerhouse, Substation, and Relay
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Inspect, test, repair, or maintain electrical equipment in generating stations, substations, and in-service relays.
The occupation "Electrical and Electronics Repairers, Powerhouse, Substation, and Relay" has an automation risk of 47.6%, which is just below the base risk of 48.3%. This moderate risk level reflects a balance between tasks that can be automated and those still requiring significant human intervention. Automation technologies, such as diagnostic tools and digital record-keeping systems, have made it increasingly feasible to automate routine and repetitive elements of the job. However, this occupation still demands a level of expertise and manual skill that limits full automation, resulting in a risk assessment that indicates partial, but not complete, susceptibility to automation. The most automatable tasks in this role include: inspecting and testing equipment and circuits to identify malfunctions using tools like ohmmeters and voltmeters; preparing and maintaining detailed records of tests, repairs, and maintenance; and consulting manuals, schematics, or engineering personnel to troubleshoot equipment problems. Advances in AI and diagnostics mean that inspection and testing processes are increasingly performed by machines, while computerized maintenance management systems can automate record-keeping. Similarly, accessing manuals or engineering databases for troubleshooting can often be streamlined through AI-driven search and recommendation tools, making these top tasks particularly vulnerable to automation. On the other hand, the most automation-resistant tasks involve significant manual dexterity, decision-making, and supervision. These include disconnecting and reconnecting voltage regulators on high-voltage lines, testing and refilling oil in transformers, and scheduling or supervising the splicing or termination of cables according to color-code order. Such tasks require nuanced judgment, precision, and the ability to adapt to dynamic field conditions—elements that are not easily replicated by machines or algorithms. The bottleneck skill of originality is rated at 2.8% and 3.0% importance for these roles, indicating that while creative problem-solving is not the highest demand compared to other occupations, it still serves as a check against full automation, as novel and unpredictable repair scenarios continue to arise in this line of work.