Mostly Resilient

Last Update: 11/4/2026

AI Resilience Score for Glaziers:

56.4%

Median Score

Meaningful human contribution

High

Long-term employer demand

Med

Sustained economic opportunity

High

Our confidence in this score:
Low-medium

Methodology and Scoring Rationale

To score how resilient glazier work is to AI, we ask one question in three parts:

First, how much of the job still needs a human, read from six AI-exposure sources: our own AI Resilience Model, Anthropic's Observed Exposure, Microsoft's AI Applicability, Will Robots Take My Job, OpenAI Signals, and Google ATLAS. We call this dimension Meaningful Human Contribution (MHC) and weight it at 40%.

Next, whether employers will keep hiring for this job over the long term. This dimension, which we call Long-term Employer Demand (LTE), is calculated from BLS data and weighted at 30%.

Last, whether pay and mobility will hold up. We use wage bill and adaptive capacity data from independent researchers (Althoff & Reichardt, 2026; Manning & Aguirre, 2026). We call this dimension Sustained Economic Opportunity (SEO) and weight it at 30%.

For glaziers, 6 of the 9 sources had data. Most agreed that the hands-on, physical nature of cutting and installing glass keeps AI exposure low, though Will Robots Take My Job saw it differently. That split holds confidence to low-medium. Strong pay signals and high human contribution push the score up, landing glaziers at "Mostly Resilient."

AI Resilience Report forGlaziers

$57,080 median salary•3,900 annual openings•SOC Code: 47-2121.00

Glaziers are somewhat more resilient to AI impacts than most occupations, according to our analysis of 5 sources.

Glaziers earn the "Mostly Resilient" label because the physical core of the job, cutting glass on scaffolding, fitting curved skylights, and maneuvering heavy panels into tight spaces, still demands the kind of hands-on skill and real-world judgment that robots simply cannot replicate cheaply or reliably. AI is making inroads on the office and factory side of things, helping with proposals, order entry, and spotting defects during manufacturing, but those changes support the job rather than replace it.

Learn more about how you can thrive in this position

This role is mostly resilient

Glaziers earn the "Mostly Resilient" label because the physical core of the job, cutting glass on scaffolding, fitting curved skylights, and maneuvering heavy panels into tight spaces, still demands the kind of hands-on skill and real-world judgment that robots simply cannot replicate cheaply or reliably. AI is making inroads on the office and factory side of things, helping with proposals, order entry, and spotting defects during manufacturing, but those changes support the job rather than replace it.

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Analysis of current AI resilience

Glaziers

Updated quarterly

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Latest AI news for Glaziers

These articles highlight the evolving landscape for glaziers amid AI advancements. For instance, while AI is unlikely to fully replace glaziers, it may change roles in estimating and management, as noted in the US Glass article. Additionally, the potential impact of health and safety rule changes regarding lead exposure, discussed in the BBC article, could reshape job conditions. Embracing AI tools for workflows, as shown in the Instagram piece, might enhance productivity and resilience in the glazing industry. Understanding these trends is vital for future-proofing careers in this field.

More Career Info

Career: Glaziers

They install and repair glass in windows, doors, and buildings to ensure safety and improve how places look.

Parent Careers

Alternate Titles

Commercial Glazier · Field Glazier · Glazer · Glazier · Auto Glass Tech (Automobile Glass Technician) · Glass Installer · Glass Technician (Glass Tech) · Glassman · Glazier Worker · Union Glazier

Employment & Wage Data

Median Wage

$57,080

Jobs (2025)

59,200

Growth (2025-35)

+1.9%

Annual Openings

3,900

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

95% ResilienceCore Task

Assemble, erect, or dismantle scaffolds, rigging, or hoisting equipment.

2

95% ResilienceCore Task

Move furniture to clear work sites and cover floors or furnishings with drop cloths.

3

94% ResilienceCore Task

Secure mirrors in position, using mastic cement, putty, bolts, or screws.

4

94% ResilienceCore Task

Cut, fit, install, repair, or replace glass or glass substitutes, such as plastic or aluminum, in building interiors or exteriors or in furniture or other products.

5

94% ResilienceCore Task

Cut, assemble, fit, or attach metal-framed glass enclosures for showers, bathtubs, display cases, skylights, solariums, or other structures.

6

93% ResilienceCore Task

Fasten glass panes into wood sashes or frames with clips, points, or moldings, adding weather seals or putty around pane edges to seal joints.

7

93% ResilienceCore Task

Set glass doors into frames and bolt metal hinges, handles, locks, or other hardware to attach doors to frames and walls.

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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