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needsahuman.

AI and jobs in utilities

How exposed the jobs in utilities are to AI, which of them AI can do most of, and which most need a human.

Jobs in utilities have an average Still needs a human score of 73.1 out of 100 (higher is safer), 0.9 points below the average for all jobs of 74.0 and 23rd of 37 among the sectors (1st is least exposed). The largest job here is electrical power-line installers and repairers (66,000 workers, 85/100 ↑ safer), and of the jobs more common here than across the economy, customer service representatives is the most exposed (51/100 ↑ safer).

Average score
73.1/100↑ safer

0.9 points below the average for all jobs (74.0). Sectors range from 59.8 to 80.0.

8.0%

About 47,353 people, in jobs where AI can already do much of the work.

15.4%

Census Bureau survey; all businesses 22.4%.

+9.8%

Bureau of Labor Statistics projections for the whole sector.

How the work here could shift

The share of workers in this sector whose job would sit in each band, from today to 2060.

Today
32%
of workers in this sector are in jobs that mostly need a person (our top band, Nah.)
0% are in jobs AI could largely do (Largely.)
By 2045
4%
of workers in this sector would still be in jobs that mostly need a person (our top band, Nah.)
58% would be in jobs AI could largely do (Largely.)
By 2060
4%
of workers in this sector would still be in jobs that mostly need a person (our top band, Nah.)
92% would be in jobs AI could largely do (Largely.)

Each job's score moves towards the bottom band (Largely: AI could largely do the job) by the year it could be largely automated, slowly at first and faster later, as adoption usually goes. Each job is run as ten scenarios across its replacement range, so every figure mixes early and late outcomes. The model stops at 2060. How the timeline works

Share of workers in this sector in each verdict band, today to 20600%25%50%75%100%2026: 32.4% of workers in this sector in jobs that mostly need a person (Nah.)32%2026: 59.7% of workers in this sector in jobs where AI could do a little of the work (A little.)60%2026: 7.8% of workers in this sector in jobs AI could partly do (Partly.)8%Today2030: 18.2% of workers in this sector in jobs that mostly need a person (Nah.)18%2030: 48.4% of workers in this sector in jobs where AI could do a little of the work (A little.)48%2030: 29.7% of workers in this sector in jobs AI could partly do (Partly.)30%2030: 3.6% of workers in this sector in jobs AI could mostly do (Mostly.)20302035: 4.0% of workers in this sector in jobs that mostly need a person (Nah.)2035: 30.6% of workers in this sector in jobs where AI could do a little of the work (A little.)31%2035: 30.0% of workers in this sector in jobs AI could partly do (Partly.)30%2035: 20.1% of workers in this sector in jobs AI could mostly do (Mostly.)20%2035: 15.2% of workers in this sector in jobs AI could largely do (Largely.)15%20352040: 4.0% of workers in this sector in jobs that mostly need a person (Nah.)2040: 9.0% of workers in this sector in jobs where AI could do a little of the work (A little.)9%2040: 24.3% of workers in this sector in jobs AI could partly do (Partly.)24%2040: 27.7% of workers in this sector in jobs AI could mostly do (Mostly.)28%2040: 34.9% of workers in this sector in jobs AI could largely do (Largely.)35%20402045: 4.0% of workers in this sector in jobs that mostly need a person (Nah.)2045: 1.8% of workers in this sector in jobs where AI could do a little of the work (A little.)2045: 12.0% of workers in this sector in jobs AI could partly do (Partly.)12%2045: 24.7% of workers in this sector in jobs AI could mostly do (Mostly.)25%2045: 57.6% of workers in this sector in jobs AI could largely do (Largely.)58%20452050: 4.0% of workers in this sector in jobs that mostly need a person (Nah.)2050: 1.8% of workers in this sector in jobs where AI could do a little of the work (A little.)2050: 2.9% of workers in this sector in jobs AI could partly do (Partly.)2050: 18.5% of workers in this sector in jobs AI could mostly do (Mostly.)19%2050: 72.9% of workers in this sector in jobs AI could largely do (Largely.)73%20502055: 4.0% of workers in this sector in jobs that mostly need a person (Nah.)2055: 1.8% of workers in this sector in jobs where AI could do a little of the work (A little.)2055: 8.2% of workers in this sector in jobs AI could mostly do (Mostly.)8%2055: 86.0% of workers in this sector in jobs AI could largely do (Largely.)86%20552060: 4.0% of workers in this sector in jobs that mostly need a person (Nah.)2060: 1.8% of workers in this sector in jobs where AI could do a little of the work (A little.)2060: 1.8% of workers in this sector in jobs AI could mostly do (Mostly.)2060: 92.4% of workers in this sector in jobs AI could largely do (Largely.)92%2060
Will AI replace the job?Largely.Mostly.Partly.A little.Nah.
Share of workers in this sector whose job would sit in each band, year by year. Updated with every release.
Show the data
YearLargelyMostlyPartlyA littleNah
Today (2026)0.0%0.0%7.8%59.7%32.4%
20300.0%3.6%29.7%48.4%18.2%
203515.2%20.1%30.0%30.6%4.0%
204034.9%27.7%24.3%9.0%4.0%
204557.6%24.7%12.0%1.8%4.0%
205072.9%18.5%2.9%1.8%4.0%
205586.0%8.2%0.0%1.8%4.0%
206092.4%1.8%0.0%1.8%4.0%

The largest jobs in utilities

#JobStill needs a humanEvidenceCould be largely automatedWorkers in the sector
1Electrical Power-Line Installers and Repairers85↑ saferAI replace? Nah.D2045–2060+65,800
2Customer Service Representatives51↑ saferAI replace? Partly.D2034–204127,400
3First-Line Supervisors of Mechanics, Installers, and Repairers73↑ saferAI replace? A little.D2045–2060+24,600
4Control and Valve Installers and Repairers, Except Mechanical Door83↑ saferAI replace? Nah.D2045–2060+22,600
5Electrical Engineers70↑ saferAI replace? A little.D2036–205022,400
6Power Plant Operators73↑ saferAI replace? A little.workers of 3 related jobsD2046–2060+20,499
7Water and Wastewater Treatment Plant and System Operators81↑ saferAI replace? Nah.D2046–2060+17,700
8General and Operations Managers72↑ saferAI replace? A little.D2036–205117,000
9Electrical and Electronics Repairers, Powerhouse, Substation, and Relay77↑ saferAI replace? A little.D2045–2060+13,400
10Project Management Specialists66↑ saferAI replace? A little.D2035–204712,600

Common jobs here that AI can do most of

#JobStill needs a humanEvidenceCould be largely automatedWorkers in the sector
1Customer Service Representatives51↑ saferAI replace? Partly.D2034–204127,400
2Market Research Analysts and Marketing Specialists54↑ saferAI replace? Partly.workers of 2 related jobsD2034–20422,600
3Sales Representatives of Services, Except Advertising, Insurance, Financial Services, and Travel54↑ saferAI replace? Partly.D2034–20426,200
4Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products57↑ saferAI replace? Partly.D2034–20441,100
5Computer Systems Analysts59↑ saferAI replace? Partly.workers of 2 related jobsD2033–20424,100
6Information Security Analysts59↑ saferAI replace? Partly.D2033–20431,400
7Bookkeeping, Accounting, and Auditing Clerks60↑ saferAI replace? A little.D2035–20464,700
8Bill and Account Collectors60↑ saferAI replace? A little.D2035–20451,300
9Human Resources Specialists61↑ saferAI replace? A little.D2035–20452,800
10Data Scientists61↑ saferAI replace? A little.workers of 3 related jobsD2034–20441,500

Common jobs here that most need a human

#JobStill needs a humanEvidenceCould be largely automatedWorkers in the sector
1Landscaping and Groundskeeping Workers88↑ saferAI replace? Nah.D2046–2060+1,600
2Construction Laborers87↑ saferAI replace? Nah.D2048–2060+2,700
3Welders, Cutters, Solderers, and Brazers87↑ saferAI replace? Nah.D2046–2060+1,900
4Tree Trimmers and Pruners86↑ saferAI replace? Nah.D2046–2060+1,000
5Operating Engineers and Other Construction Equipment Operators85↑ saferAI replace? Nah.D2048–2060+4,500
6Helpers--Installation, Maintenance, and Repair Workers85↑ saferAI replace? Nah.D2046–2060+1,300
7Electrical Power-Line Installers and Repairers85↑ saferAI replace? Nah.D2045–2060+65,800
8Bus and Truck Mechanics and Diesel Engine Specialists85↑ saferAI replace? Nah.D2045–2060+3,100
9Laborers and Freight, Stock, and Material Movers, Hand84↑ saferAI replace? Nah.workers of 2 related jobsD2044–2060+2,700
10Automotive Service Technicians and Mechanics84↑ saferAI replace? Nah.D2045–2060+1,200

How this is worked out

  • The average weights every job's Still needs a human score by how many people do it in this sector, from the Bureau of Labor Statistics' industry employment data. Jobs cover 99.0% of the sector's employment.
  • Job scores are national: an accountant in retail scores the same as an accountant anywhere. The sector figure reflects its mix of jobs, not how its employers use AI; the Census figure shows that.

All sectors · Every job, ranked