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.
Contributing sources
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
View analysis
Chat with Coach
Latest news
More career infoAnalysisChatNewsMoreThis 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 analysisLearn more about how you can thrive in this position
View analysisChat with CoachLatest newsMore career infoAnalysisChatNewsMoreAnalysis of Current AI Resilience
Installation & Repair Worker
Updated Quarterly
How is AI changing Installation & Repair Worker jobs?
If your future job involves fixing equipment, patching torn canvas, restitching seams, or setting up systems, here's some encouraging news: AI is showing up mostly as a helper, not a replacement. Across the wider maintenance and repair world, tools like predictive maintenance software use sensors and machine learning to flag equipment problems early, but a human still has to inspect, diagnose, and do the physical fix. A senior editor at Facilities Management Insights explains that "AI augments diagnosis and prioritization.
It still takes a skilled technician to execute the repair and validate the root cause." For repair jobs that involve hands-on work with fabric, grommets, hemming, and sewing machines, robots exist for factory-scale garment production, but roving repair work in the field—on tents, awnings, curtains, or custom coverings—still relies on human eyes and hands. As one industry blog puts it, technician roles are among the most AI-resistant jobs because of their hands-on, site-specific nature and unpredictable troubleshooting demands, and AI is more often used to spot failures early so workers can be dispatched to fix them.
How fast is AI adoption growing for Installation & Repair Worker?
Adoption in this field is moving, but slowly and unevenly. An IIoT World analysis published in August 2026 [1] reports that roughly two-thirds of maintenance teams plan to adopt AI by year's end, but only 32% have partially or fully implemented it, and the biggest barriers are budget (25%), skills gaps (24%), and cybersecurity concerns (22%). Trade associations are trying to close the skills gap: the Association of Physical Plant Administrators is running hands-on AI training [2], noting that AI is changing how work gets done in facilities management, but most facilities professionals haven't had a practical way to get started.
Labor market conditions also slow full replacement: the U.S. Bureau of Labor Statistics projects installation, maintenance, and repair occupations to add about 301,400 jobs and grow 4.6% from 2024–34 [3], faster than the 3.1% average for all occupations. With demand high and physical dexterity hard to automate, expect AI to help you work smarter—reading dashboards, prioritizing repairs, and ordering parts—while your hands-on skills stay valuable.
Sources
Will AI replace Installation & Repair Worker?
No. We don't think AI will replace Installation, Maintenance, and Repair Workers, All Other, though we do expect the job to change.
Our 56.3% AI Resilience Score reflects a field where human hands and judgment still matter a lot. AI is showing up in predictive maintenance tools that flag equipment problems early, but someone still has to show up, inspect the situation, and do the physical fix. That hands-on, site-specific troubleshooting is genuinely hard to automate, especially for repair work involving fabric, custom coverings, or unpredictable field conditions.
Adoption is real but uneven. Only about 32% of maintenance teams have partially or fully implemented AI so far, with budget and skills gaps slowing things down [1]. Trade groups like the Association of Physical Plant Administrators are working to help workers get practical AI training so they can use these tools rather than be sidelined by them [2]. The labor market is also holding up: the BLS projects installation, maintenance, and repair occupations to grow 4.6% through 2034, faster than the average for all occupations [3].
The economic picture is the one honest caution here. Wages and career flexibility in this field score lower than the demand numbers suggest, so building skills that travel across industries is worth thinking about early.
Sources
Help us improve this report.
Tell us if this analysis feels accurate or we missed something.
Share your feedback
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.
