AI exposure Production
Will AI replace power distributors and dispatchers?
Power Distributors and Dispatchers. US occupation 51-8012.
The reading
0.0%
of the time power distributors and dispatchers spend on their work goes on tasks where AI is already being used to do that work.of power distributors and dispatchers' working hours go on tasks AI has already started taking off their plate.
Ranked 346 of 756 US occupations. No AI use seen in the work yet, along with 410 other occupations.No handover started yet, along with 410 other occupations.
Per cent of working time Square-law scale
Average US job 7.7%
Among the least exposed jobs there are.Still waiting for liberation.
What AI already does for power distributors and dispatchersWhat power distributors and dispatchers no longer do alone
O*NET lists 14 tasks for power distributors and dispatchers. None of them shows meaningful AI use at work yet.
What it does not touch, yetWhat still needs a human
14 of the 14 tasks show no AI use at work in the data.
- Calculate load estimates or equipment requirements to determine required control settings.Core task
- Control, monitor, or operate equipment that regulates or distributes electricity or steam, using data obtained from instruments or computers.Core task
- Coordinate with engineers, planners, field personnel, or other utility workers to provide information such as clearances, switching orders, or distribution process changes.Core task
- Direct personnel engaged in controlling or operating distribution equipment or machinery, such as instructing control room operators to start boilers or generators.Core task
- Distribute or regulate the flow of power between entities, such as generating stations, substations, distribution lines, or users, keeping track of the status of circuits or connections.Core task
- Implement energy schedules, including real-time transmission reservations or schedules.Core task
Show the other 8
- Manipulate controls to adjust or activate power distribution equipment or machines.Core task
- Monitor and record switchboard or control board readings to ensure that electrical or steam distribution equipment is operating properly.Core task
- Prepare switching orders that will isolate work areas without causing power outages, referring to drawings of power systems.Core task
- Record and compile operational data, such as chart or meter readings, power demands, or usage and operating times, using transmission system maps.Core task
- Respond to emergencies, such as transformer or transmission line failures, and route current around affected areas.Core task
- Track conditions that could affect power needs, such as changes in the weather, and adjust equipment to meet any anticipated changes.Core task
- Inspect equipment to ensure that specifications are met or to detect any defects.
- Tend auxiliary equipment used in the power distribution process.
How that compares
Among the 98 production occupations, power distributors and dispatchers rank 75. The group averages 0.8%, and its most exposed job is Computer Numerically Controlled Tool Programmers at 12.1%. The average US occupation sits at 7.7%.
Level with 0.0%
What this does and does not mean
Exposure is observed use, not a forecast. Anthropic maps work conversations with Claude onto the tasks O*NET lists for each job and asks, of the tasks AI could speed up, which are actually being used for at work. A use that does the task outright counts in full and a use that assists a person counts half. The task scores are averaged into the occupation figure by the share of time spent on each task.
A high figure means AI is already part of how this work gets done. It does not mean anyone has been replaced. Anthropic's own reading of the labour market finds no systematic rise in unemployment among exposed workers so far, and about 14% fewer 22 to 25 year olds starting exposed jobs.No measurable rise in unemployment among exposed workers so far, and about 14% fewer 22 to 25 year olds starting these jobs. Gap years for everyone. Labor market impacts, 5 March 2026.
Task list and titles from O*NET 31.0 by the US Department of Labor, Employment and Training Administration, used under the CC BY 4.0 licence. Scores from the Anthropic Economic Index (CC BY). Checked 1 November 2026. How the ranking works.