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The AI Resilience Report helps you understand how AI is likely to impact your current or future career. Drawing on data from over 1,500 occupations, it provides a clear snapshot to support informed career decisions.
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Last Update: 4/23/2026
Your role’s AI Resilience Score is
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.
Med
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%).
High
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
Glaziers are somewhat more resilient to AI impacts than most occupations, according to our analysis of 5 sources.
Glaziers are considered "Mostly Resilient" because while technology helps with tasks like lifting heavy glass and making precise cuts, it doesn't replace the skilled hands and judgment needed for detailed work. AI and robotics are tools that make the job safer and faster, allowing glaziers to focus on creative problem-solving and custom fitting that machines can't handle alone.
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Learn more about how you can thrive in this position
This role is mostly resilient
Glaziers are considered "Mostly Resilient" because while technology helps with tasks like lifting heavy glass and making precise cuts, it doesn't replace the skilled hands and judgment needed for detailed work. AI and robotics are tools that make the job safer and faster, allowing glaziers to focus on creative problem-solving and custom fitting that machines can't handle alone.
Read full analysisAnalysis of Current AI Resilience
Glaziers
Updated Quarterly • Last Update: 2/17/2026

Today’s glaziers still do most tasks by hand (using tape measures, plumb bobs, and blueprints [1]). But smart machines are increasingly used to help with big or dangerous jobs. In factories, computer-controlled (CNC) machines now cut and polish glass far faster than a person – dozens of times the output of hand work [2].
On construction sites, crews often use vacuum lifters and mini-robots to hold and place heavy panes. For example, compact “glazing robots” have suction cups and sensors that let 2–3 people install large façade panels much more easily and safely [3] [3]. Union glaziers have even been trained on a cutting-edge system (Raise Robotics) that can drill holes, mark layouts and install brackets automatically [2] [2].
These tools boost safety (by keeping workers off high edges) and speed (one union trainer noted a one-person operator can do the work of several glaziers on façade layouts) [2] [4]. Still, detailed tasks like final fitting, measuring odd angles, and handling broken glass remain mostly human-driven. In short, today’s tech sometimes augments glaziers (lifting heavy sheets, automating repetitive cuts) and helps deliver higher quality, but it doesn’t replace the skilled craftspeople [2] [2].

Several factors affect how quickly AI-driven tools spread in glazing. The industry is traditionally cautious: many contractors worry new robots could cut jobs, and the machines have high upfront costs and require special training [2]. On the other hand, the potential gains – fewer injuries and faster, more precise work – are attractive.
For example, unions note that fall hazards are a top concern for glaziers, and a recent robotic system has “diminish[ed] that threat” by automating risky edge work [2]. Market analysts also expect growth (one study predicts thousands of construction robots by 2025 [2]), which suggests the technology is improving. In practice, adoption will likely be gradual.
Many glazing firms remain small and rely on time-tested methods [2], and a 3% job growth outlook suggests demand for human glaziers remains steady [1]. In the long run, however, we can be hopeful: AI and robotics are being developed as tools to help glaziers — improving safety and letting experienced workers focus on the creative, problem-solving parts of the job [2] [2]. Communities and unions are already training tradespeople to use these new technologies, which means future glaziers can harness AI to work smarter (not harder) and remain central to the trade [2] [4].

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They install and repair glass in windows, doors, and buildings to ensure safety and improve how places look.
Median Wage
$55,440
Jobs (2024)
60,500
Growth (2024-34)
+3.3%
Annual Openings
5,100
Education
High school diploma or equivalent
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2024-2034
AI-generated estimates of task resilience over the next 3 years
Operate cranes or hoists with suction cups to lift large, heavy pieces of glass.
Drive trucks to installation sites and unload mirrors, glass equipment, or tools.
Move furniture to clear work sites and cover floors or furnishings with drop cloths.
Cut and remove broken glass prior to installing replacement glass.
Load and arrange glass or mirrors onto delivery trucks, using suction cups or cranes to lift glass.
Measure, cut, fit, and press anti-glare adhesive film to glass or spray glass with tinting solution to prevent light glare.
Fabricate or install metal sashes or moldings for glass installation, using aluminum or steel framing.
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.

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