Medium AI Risk Average

Maintenance and repair workers, general

SOC Code: 49-9071

Maintenance and repair workers, general carries a 20% AI exposure score (Medium automation risk), with a median annual wage of $48,620 and +3.8% projected employment growth from 2024 to 2034 (BLS), affecting approximately 1,629,700 workers. Full task breakdown, skills, and employer data are below.

AI Exposure Score
20% Medium
Low exposure

Proportion of tasks susceptible to AI automation (O*NET analysis)

Projected Growth
+3.8%
Typical growth
2024–2034 (BLS)
+62,400 jobs
Median Annual Wage
$48,620
Typical pay
BLS May 2024
How wage figures are sourced →
The verdict

At 20% AI exposure, Maintenance and repair workers, general sits 17 points below the 37.2% average across 832 U.S. occupations - more exposed than 6% of them. It ranks among the more AI-resilient roles in the dataset.

20%
AI exposure
6th
percentile
+3.8%
Job growth 2024–34
$48,620
Median wage
C+

Career outlook score

62/100

Maintenance and repair workers, general, weighted across 3 of 3 tracked dimensions

A weighted composite of median wage, projected growth, and AI-automation security (inverted exposure), each benchmarked against every other tracked occupation. It describes this occupation's standing across those three dimensions, not a guarantee of future outcomes.

  • Median wage F $48,620

    Annual median wage, percentile rank vs all tracked occupations

  • Projected growth C+ +3.8%

    Projected employment change, 2024-2034, BLS Employment Projections

  • AI exposure (inverted) A+ 20% exposure

    Lower O*NET task-automability scores lower risk; this dimension scores security, not exposure

Employment vs AI exposure

Home health and personal care aides is #1 of 832 occupations by employment (4.3M, AI exposure rank #392 at 35%) vs. Bookkeeping, accounting, and auditing clerks #1 by AI task exposure (95%, employment rank #17 at 1.6M).

4.3M
Home health and personal care aides employment (#1)
#392
Home health and personal care aides AI rank
95%
Bookkeeping, accounting, and auditing clerks AI exposure (#1)
#17
Bookkeeping, accounting, and auditing clerks employment rank

Automation-risk inventory

Exclusive cut of 832 occupations by PlainWorkforce automation-risk band. Orthogonal to the continuous AI-exposure distribution chart below and to this occupation's single risk badge, this is the corpus band mix, with Maintenance and repair workers, general in the Medium band.

Credential × growth standing

Open entry with non-declining BLS pace

Maintenance and repair workers, general keeps an HS / some college bar (333 of 832) and sits in Average (378 of 832). Lower formal gates with a non-shrinking employment line - skill and AI desks matter more than credentials here.

Where Maintenance and repair workers, general sits among all occupations

AI-exposure score distribution across 832 U.S. occupations (O*NET task analysis). This occupation is marked in rose.

Where Maintenance and repair workers, general sits by AI exposure

AI-exposure score distribution across U.S. occupations (O*NET task analysis)

20% Among the lowest lower than 94% of 832 occupations

Occupations, banded by AI-exposure score

Each bar is a band; taller bars hold more occupations. The dashed line + filled bar mark this entry. Hover or tap any bar for its full count and share, and where it sits relative to this entry.

Source O*NET task data (U.S. Department of Labor) · BLS 2024–2034

Source: O*NET task data (U.S. Department of Labor); AI-exposure scores are PlainWorkforce's analysis. As of BLS 2024–2034.

Maintenance and repair workers, general vs. its occupational neighbors

AI exposure (horizontal) vs projected 2024–2034 growth (vertical) for occupations in the same SOC group. Maintenance and repair workers, general is marked in rose; the top-left corner is the most future-proof.

Future-proofGrowing but exposedStable, lower-AIMost at risk11.4%20.2%29%37.8%46.6%-5.2%0.4%6.0%11.5%17.1%AI exposure (%) →Projected growth (%) →Maintenance, AI exposure (%) →: 20% · Projected growth (%) →: 3.8%MaintenanceAutomotive service t, AI exposure (%) →: 23% · Projected growth (%) →: 4.2%Automotive service tFirst-line superviso, AI exposure (%) →: 45% · Projected growth (%) →: 3.1%First-line supervisoIndustrial machinery, AI exposure (%) →: 33% · Projected growth (%) →: 16.1%Industrial machineryHeating, AI exposure (%) →: 26% · Projected growth (%) →: 8.1%HeatingBus, AI exposure (%) →: 23% · Projected growth (%) →: 2.4%BusInstallation, AI exposure (%) →: 33% · Projected growth (%) →: 2.4%InstallationMobile heavy equipme, AI exposure (%) →: 29% · Projected growth (%) →: 5.8%Mobile heavy equipmeAutomotive body, AI exposure (%) →: 21% · Projected growth (%) →: 1.6%Automotive bodyTelecommunications e, AI exposure (%) →: 16% · Projected growth (%) →: -4.2%Telecommunications eAircraft mechanics, AI exposure (%) →: 13% · Projected growth (%) →: 4%Aircraft mechanics

Source: BLS Employment Projections 2024–2034 (growth) and O*NET (AI-exposure analysis by PlainWorkforce).

Employment Projections

1,629,700
Employment 2024
1,692,100
Projected 2034
+3.8%
Change (%)
+62,400
Change (jobs)

Where This Score Comes From

Maintenance and repair workers, general's Medium automation-risk tier is computed from O*NET Database 30.0 task-level analysis, where each documented task the occupation performs is evaluated against current generative AI, robotic process automation, and machine-learning capabilities. A score below 40% reflects tasks anchored in physical dexterity, unstructured environments, or high-touch human interaction that current AI cannot reliably replicate.

The employment, wage, and education figures above come from a second, separate federal source: BLS Employment Projections 2024–2034, matched to the O*NET task data by Standard Occupational Classification (SOC 49-9071) code, with the wage figure cross-validated against the BLS Occupational Employment and Wage Statistics (OEWS) May 2024 survey. BLS figures are presented exactly as published, with no adjustment on our part; the SOC-code match is what lets Maintenance and repair workers, general be compared directly against every other tracked occupation on the same basis, not just roles that happen to share a job title.

For career planners, this profile should be read alongside the task, skill, and knowledge breakdowns below and the list of employers whose workforce composition includes Maintenance and repair workers, general. Adjacent occupations shown further down offer lateral moves that preserve industry knowledge while potentially reducing exposure.

Education & Entry Requirements

Typical Education
High school diploma or equivalent
Work Experience
None
On-the-Job Training
Moderate-term on-the-job training

Top Tasks (O*NET)

  1. 1. Perform routine maintenance, such as inspecting drives, motors, or belts, checking fluid levels, replacing filters, or doing other preventive maintenance actions.
  2. 2. Inspect, operate, or test machinery or equipment to diagnose machine malfunctions.
  3. 3. Adjust functional parts of devices or control instruments, using hand tools, levels, plumb bobs, or straightedges.
  4. 4. Repair machines, equipment, or structures, using tools such as hammers, hoists, saws, drills, wrenches, or equipment such as precision measuring instruments or electrical or electronic testing devices.
  5. 5. Order parts, supplies, or equipment from catalogs or suppliers.
  6. 6. Perform routine maintenance on boilers, such as replacing burners or hoses, installing replacement parts, or reinforcing structural weaknesses to ensure optimal boiler efficiency.
  7. 7. Diagnose mechanical problems and determine how to correct them, checking blueprints, repair manuals, or parts catalogs, as necessary.
  8. 8. Design new equipment to aid in the repair or maintenance of machines, mechanical equipment, or building structures.
  9. 9. Assemble, install, or repair wiring, electrical or electronic components, pipe systems, plumbing, machinery, or equipment.
  10. 10. Clean or lubricate shafts, bearings, gears, or other parts of machinery.

Key Skills Required

  • Equipment Maintenance
  • Repairing
  • Troubleshooting
  • Critical Thinking
  • Active Learning
  • Monitoring
  • Complex Problem Solving
  • Operations Monitoring
  • Operation and Control
  • Quality Control Analysis

Knowledge Areas

  • Mechanical
  • English Language
  • Building and Construction
  • Mathematics
  • Production and Processing
  • Customer and Personal Service
  • Public Safety and Security
  • Engineering and Technology
  • Education and Training
  • Design

Frequently Asked Questions

Will AI replace Maintenance and repair workers, general?

Maintenance and repair workers, general has an AI exposure score of 20%, indicating a medium level of automation risk. The majority of tasks in this role require human judgment, creativity, or physical presence that AI cannot easily replicate.

What is the job outlook for Maintenance and repair workers, general?

According to BLS Employment Projections 2024-2034, Maintenance and repair workers, general is projected to grow by 3.8% over the decade. Current employment stands at approximately 1,629,700 workers.

What skills are needed for Maintenance and repair workers, general?

Key skills for Maintenance and repair workers, general include Equipment Maintenance, Repairing, Troubleshooting, and others. Typical entry-level education is High school diploma or equivalent.

How much do Maintenance and repair workers, general earn?

The median annual wage for Maintenance and repair workers, general is $48,620, according to BLS Occupational Employment and Wage Statistics (May 2024). Actual earnings vary by location, experience, industry, and employer. The BLS publishes detailed wage percentiles by region in its Occupational Employment and Wage Statistics program.

What education is required for Maintenance and repair workers, general?

The typical entry-level education for Maintenance and repair workers, general is High school diploma or equivalent. Employers generally expect None of related work experience. On-the-job training typically involves Moderate-term on-the-job training. Requirements can vary by employer and specialization.

Which companies employ Maintenance and repair workers, general?

Maintenance and repair workers, general roles exist across many industries and employers. Workforce composition is estimated from BLS industry-occupation employment distributions matched to SEC-registered public companies.

AI Exposure Rating

1.0
out of 5.0

Medium automation risk based on 10 analyzed tasks. Most tasks require human judgment and are resistant to automation.

Nationwide occupations with similar workforce profiles

Two data-derived peer sets for Maintenance and repair workers, general: AI-exposure neighbors and BLS 2034 growth neighbors (distinct comparison neighborhoods, cross-occupation).

Similar AI exposure score

Nearest O*NET task-automability scores nationwide (20% here).

Similar projected growth (2024–2034)

Nearest BLS employment change rates nationwide (+3.8% here).

Peers are nearest-neighbor matches on published BLS + O*NET metrics among occupations with ≥10,000 workers in 2024; corpus ranks above sort the full tracked set.

What to do with this

Use Maintenance and repair workers, general's numbers above to compare, not just read in isolation.

AI exposure scores estimate task automatability from O*NET data; they are not a certainty of job loss, and BLS growth projections are estimates, not guarantees.

Data sources: Bureau of Labor Statistics Employment Projections 2024–2034 and O*NET Database 30.0. Employment figures are rounded. Wage data from BLS Occupational Employment Statistics (OES).

Every figure on PlainWorkforce is rendered directly from BLS/O*NET source data, no number is typed in by an editor. See our editorial standards & corrections policy, the methodology behind these figures, or report a data error. Data current as of BLS Employment Projections 2024-2034.

Sources: BLS Employment Projections 2024-2034, O*NET Database 30.0.