Mostly Resilient
Last Update: 8/30/2026
AI Resilience Score for Installation & Repair Worker:
56.3%
Median Score
Meaningful human contribution
Measures the parts of the occupation that still require a human touch. This score averages data from up to four AI exposure datasets, focusing on the role’s resilience against automation.
High
Long-term employer demand
Predicts the health of the job market for this role through 2034. Using Bureau of Labor Statistics data, it balances projected annual job openings (60%) with overall employment growth (40%).
Med
Sustained economic opportunity
Measures future earning potential and career flexibility. This score is a blend of total projected labor income (67%) and the role’s inherent ability to adapt to economic and technological shifts (33%).
Low
This reflects the reliability of your score based on the number of data sources available for this career and how closely those sources agree on the outlook. A higher confidence means more consistent evidence from labor experts and AI models.
There are a reasonable number of sources for this result, but there is some disagreement between them.
AI Resilience Report forInstallation, Maintenance, and Repair Workers, All Other
$49,230 median salary•18,300 annual openings•SOC Code: 49-9099.00
Installation, Maintenance, and Repair Workers, All Other are somewhat more resilient to AI impacts than most occupations, according to our analysis of 5 sources.
This career holds up well against AI because the core work is deeply hands-on and unpredictable, requiring real human judgment, physical dexterity, and on-the-spot problem solving that robots and software simply cannot replicate in the field. AI tools like predictive maintenance software are entering the picture, but they act more like a helpful assistant, flagging problems early and helping prioritize repairs, while a skilled technician still has to show up, diagnose the issue, and do the actual fix.
Learn more about how you can thrive in this position
This role is mostly resilient
This career holds up well against AI because the core work is deeply hands-on and unpredictable, requiring real human judgment, physical dexterity, and on-the-spot problem solving that robots and software simply cannot replicate in the field. AI tools like predictive maintenance software are entering the picture, but they act more like a helpful assistant, flagging problems early and helping prioritize repairs, while a skilled technician still has to show up, diagnose the issue, and do the actual fix.
Read full analysisAnalysis of current AI resilience
Installation & Repair Worker
Updated quarterly
How can Installation & Repair Worker prepare for AI?
Latest AI news for Installation & Repair Worker
These articles highlight that careers in installation, maintenance, and repair are among the least threatened by AI advancements. For instance, Anthropic's research shows skilled trades are less likely to face job loss due to their reliance on physical skills and human judgment. Additionally, the McKinsey article emphasizes collaboration between humans and robots, indicating that AI can enhance rather than replace these roles. This suggests a resilient future for students entering this field, where adaptability and hands-on expertise will remain crucial.
Is AI having an effect on jobs? | Christopher Penn
www.linkedin.com • 9/20/2026
AI hits impacts are in fields where knowledge work is automated, Maintenance and repair workers … there's an overall 13% decline in employment ...
What Jobs Are Actually Safe From AI? The Careers Built Around Humans, Hands and Judgment
stupiddope.com • 9/16/2026
AI will reshape millions of jobs, but careers built on physical skill, trust, judgment, care and accountability may prove far harder to...
Anthropic research finds skilled trades least affected by job loss to AI
www.repairerdrivennews.com • 3/16/2026
Anthropic, an artificial intelligence company, has released new research stating that skilled trades are among the least at risk for job...
Many Jobs May Become Obsolete Due to AI—Who’s Most at Risk?
www.newsweek.com • 3/13/2026
A new report from artificial intelligence (AI) giant Anthropic has taken a closer look at which jobs were most at risk due to the rise of AI...
Agents, robots, and us: Skill partnerships in the age of AI
www.mckinsey.com • 11/25/2025
Learn how AI is transforming work, focusing on the collaboration between humans, agents, and robots.
More Career Info
Career: Installation, Maintenance, and Repair Workers, All Other
They fix and set up various equipment and systems, ensuring everything works correctly and safely in different settings.
Parent Careers
Similar Careers
Employment & Wage Data
Median Wage
$49,230
Jobs (2025)
205,200
Growth (2025-35)
+2.6%
Annual Openings
18,300
Education
High school diploma or equivalent
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2025-2035
Task-Level AI Resilience Scores
AI-generated estimates of task resilience over the next 3 years
1
Replace defective shrouds, and splice connections between shrouds and harnesses, using hand tools.
2
Pull knots to the wrong sides of garments, using hooks.
3
Re-knit runs and replace broken threads, using latch needles.
4
Repair holes by weaving thread over them, using needles.
5
Sew fringe, tassels, and ruffles onto drapes and curtains, and buttons and trimming onto garments.
6
Patch holes, sew tears and ripped seams, or darn defects in items, using needles and thread or sewing machines.
7
Operate sewing machines to restitch defective seams, sew up holes, or replace components of fabric articles.
Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.
