Glaziers

What AI will never replace

Glaziers carry and position heavy, fragile glass panels on scaffolding multiple stories up, fitting them into frames that are never perfectly plumb or square on a real construction site. They must adjust cuts and shims on the spot when a window opening doesn't match the spec, working with a material that shatters if handled wrong—a combination of physical risk, strength, and fine motor control that no current robotic system can replicate on a job site.

AI exposure: 2/10

The core work of a glazier is highly physical, requiring manual dexterity, strength, and real-time problem-solving in unpredictable construction environments. While AI might assist with peripheral tasks like blueprint analysis or precision measurements, the actual installation, cutting, and securing of glass in the physical world remain well beyond current AI and robotic capabilities.

AI advantage: 2/10

The core work of a glazier is highly physical and manual, involving the on-site installation and handling of heavy glass, which AI cannot perform. AI tools offer minor benefits in peripheral tasks like blueprint interpretation, automated measurements via computer vision, or administrative scheduling, but they do not fundamentally change the primary labor-intensive nature of the trade.

Job growth outlook: 3/10

Glaziers perform highly physical, non-routine tasks in unpredictable environments that are difficult for AI and robotics to automate. While AI may improve blueprint analysis and precision cutting in factories, the core demand remains tied to physical construction and maintenance, which AI does not significantly expand or contract.

Career details

• Typical education: High school diploma or equivalent
• Median annual pay: $55,440
• 10-year outlook: As fast as average