Glaziers

AI Overlap Index
28.1 / 100
Insulated

Embodied skill, frontline presence, or deep institutional judgment. Most insulated.

SOC 47-2121 · Construction And Extraction

Bureau of Labor Statistics
Median pay
$55,440/yr
Hourly
$27/hr
Jobs 2024
60,500
Projected 2034
62,500
10-yr outlook
+3% · As fast as average
Employment change
2,000
Entry education
High school diploma or equivalent
SOC code
47-2121

Signal composition

how the 0-100 score is assembled

Task Automation Impact weight 60%
14.7
contribution to AOI: 8.8
Automation Potential weight 10%
20.0
contribution to AOI: 2.0
Market Pressure weight 15%
45.0
contribution to AOI: 6.8
Entry Barrier Erosion weight 15%
70.0
contribution to AOI: 10.5

By seniority

multiplicative adjustment from category curve

Entry
33.2
mult 1.18x
Mid
28.1
mult 1.00x
Senior
23.9
mult 0.85x

Entry-level roles carry the brunt because they concentrate the most automatable subset of tasks. Senior work is insulated by judgment, relationships, and accountability.

Task-level analysis

scored 0-100 for current-generation AI feasibility, weighted by BLS-stated importance

9 tasks · model: claude-sonnet-4-5-20250929
Important t4

Follow blueprints and specifications for glass installation

AI can parse blueprints and extract specifications, providing guidance and flagging discrepancies, but the glazier must physically interpret these in the context of actual site conditions, making real-time adjustments that require human judgment.

BLS evidence: Glaziers typically 'follow blueprints and specifications' as a standard duty.

35
automation
Important t5

Measure and verify proper fitting using measuring tape, plumb lines, and levels

Measuring and verification require physical presence with tools in varied construction environments, tactile assessment of fit quality, and real-time judgment about tolerances that current robotics cannot perform reliably across diverse job sites.

BLS evidence: Glaziers 'use measuring tape, plumb lines, and levels to ensure proper fitting.'

18
automation
Core t3

Position and secure large glass pieces using cranes or hoists with suction cups

While crane operation can be partially automated, positioning large glass pieces requires real-time spatial judgment in dynamic construction sites, coordination with ground crew, and adaptive responses to wind and structural variations that current systems cannot safely manage.

BLS evidence: For large construction projects, 'using cranes or hoists with suction cups, workers lift large, heavy pieces of glass for installation.'

15
automation
Important t8

Make or install sashes and moldings for glass installation

Making and installing sashes and moldings requires carpentry skills, precise cutting and fitting in variable conditions, and physical installation work in construction environments that are beyond current AI+robotics integration capabilities.

BLS evidence: Glaziers 'make or install sashes and moldings for installing glass' as listed in their duties.

14
automation
Core t1

Cut glass to specified size and shape

Cutting glass to precise specifications requires physical manipulation of materials, real-time tactile feedback to prevent cracking, and adaptation to material variations that current robotics cannot reliably handle in typical job site conditions.

BLS evidence: Glaziers 'cut glass to the specified size and shape' as listed in their typical duties.

12
automation
Important t7

Remove existing glass before installing replacement glass

Removing existing glass requires careful physical manipulation to avoid breakage and injury, assessment of how old installations were secured, and working in unpredictable conditions with aged materials that current robotics cannot safely handle.

BLS evidence: Glaziers 'remove any existing glass before installing replacement glass' as a typical duty.

12
automation
Supporting t9

Apply weather seal or putty around pane edges to seal joints

Applying weather seal or putty requires fine motor control to achieve proper coverage and smoothness, working around edges in various orientations, and tactile judgment about seal quality that current robotics cannot replicate in field conditions.

BLS evidence: Glaziers 'add weather seal or putty around pane edges to seal joints' as part of their typical duties.

11
automation
Important t6

Fasten glass into frames with clips, moldings, or fasteners

Fastening glass requires precise manual dexterity to avoid cracking, working in awkward positions on ladders or scaffolding, and adapting to variations in frame condition—all physical tasks well beyond current robotic capabilities in construction settings.

BLS evidence: Glaziers 'fasten glass into sashes or frames with clips, moldings, or other types of fasteners.'

10
automation
Core t2

Install glass in windows, skylights, and other building fixtures

Installing glass in building fixtures requires fine motor control in unpredictable construction environments, working at heights, coordinating with building structures, and real-time physical problem-solving that is far beyond current AI+robotics capabilities.

BLS evidence: The occupation is defined as workers who 'install glass in windows, skylights, and other fixtures in buildings.'

8
automation

Task heatmap

automation score by task, sorted by weighted contribution

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External signals and sources

category-level priors and BLS fields that feed the four non-task signals

Automation Potential
20
karpathy 2/10
  • Karpathy/BLS Digital AI Exposure (0-10 scale rescaled to 0-100)
Market Pressure
45
outlook: As fast as average
  • BLS projected outlook: As fast as average (3%)
  • Indeed demand signal (monthly refresh pending)
Entry Barrier Erosion
70
ed: High school diploma or equivalent
  • BLS typical entry-level education: High school diploma or equivalent
  • Credential trend signal (annual refresh)

Related in Construction And Extraction

closest AOI neighbors in the same category