SOC 27-1012.00

Glassblower

VerdictSafe
Signal 01 · structural exposure
26
/ 100

No evidence exists of any robot or AI system performing artisanal hand-blown glasswork at a commercial displacement scale.

Signal 02 · real-world AI usage
Not yet available

We have not ingested real-world usage data for this occupation yet. We show a band only where genuine data exists, rather than estimate one.

What this is not
Neither reading measures whether any single glassblower has lost work to AI. That data does not exist anywhere yet — both signals describe tasks, not headcount.
How we calculated this →

What a glassblower actually does

Glassblowers shape molten glass into vessels, sculptures, and functional pieces by gathering hot glass from a furnace on the end of a blowpipe, then rotating, blowing, and shaping it while it's workable, usually somewhere between 1,100 and 1,300 degrees Celsius.

The material only stays soft for a narrow window before it needs reheating in a smaller furnace called a glory hole, so a piece is built up through repeated cycles of shaping, reheating, and shaping again, often with a second person (a gaffer's assistant) helping manage tools, timing, and the glass itself.

Color and pattern come from rolling hot glass in crushed colored glass (frit) or picking up pre-made colored canes, and finishing techniques like blowing into a mold, hand-tooling a rim, or cold-working (grinding and polishing after the piece has cooled) shape the final look. Every completed piece has to go through a controlled overnight cooling process in an annealing oven, since glass that cools too fast will crack from internal stress.

Most working glassblowers split time between running a home or shared studio, teaching workshops, selling through galleries and craft fairs, and taking custom commissions for lighting, tableware, or architectural glass.

Why it reads this way

No evidence exists of any robot or AI system performing artisanal hand-blown glasswork at a commercial displacement scale. The robotics that do exist in the glass industry are built for a genuinely different job: loading and unloading heavy, flat industrial glass panes (up to roughly 480kg) in factory settings, not shaping molten glass by hand.

Working with glass at furnace temperature requires continuous, real-time tactile and visual feedback — reading how the glass is sagging, cooling, and responding to gravity moment to moment — that no current robotic system attempts to replicate; the equipment needed just to let a robot survive that environment (heat shielding, water cooling) is itself a significant, unsolved engineering problem before shaping is even addressed.

No occupational license restricts who can practice glassblowing in the US, so this occupation's safety rests on task difficulty rather than a legal wall.

The clearest AI-adjacent pressure on this trade isn't a machine replicating the craft — it's marketplace-level: platforms like Etsy have had to introduce AI-disclosure rules (2024-2025) after sellers reported AI-generated and mass-produced items crowding out genuinely handmade listings, eroding the trust that a 'handmade' label is supposed to signal, even though nothing in that dynamic touches the actual glassblowing work itself.

Skills this role draws on

We don't yet have task-by-task time-share data for this occupation, so we can't show which specific tasks carry the exposure score above. This is the real skill set instead.

Hot Glass Gathering and ShapingFurnace and Glory Hole Temperature ManagementColor and Frit ApplicationMold Blowing and Hand ToolingCold Working (Grinding and Polishing)Annealing and Controlled CoolingCustom Commission and Client Consultation
Pay & demand

Typical salary range (USD)

$25,960–$71,990

Average: $46,080/yr

Demand
Medium
Growth outlook
Stable
Projected growth
1-2% (2024-2034), 'slower than average'

Range source: BLS OEWS wage data via O*NET OnLine (2025 release), SOC 27-1012.00 'Craft Artists' — a shared code covering all forms of craft-art work, including this site's Ceramicist page; not glassblowing-specific
Average source: BLS Occupational Employment and Wage Statistics for Craft Artists (27-1012.00) via O*NET OnLine, 2025 wage data (Annual Mean/Median Wage)

Training
2-5 years of hands-on studio practice; many glassblowers apprentice or study at a dedicated glass school before working independently
Apprenticeship Under an Established GlassblowerGlass School or Art School Program (e.g., Pilchuck, Penland, RISD)Studio Assistant WorkIndependent Studio Practice
Research verdict
Assessed as of 2026-08-11
Safe

Glassblower scores 74/100 (Safe band), sharing its O*NET code (27-1012.00, 'Craft Artists') and BLS wage/structural data with Ceramicist on this site — disclosed explicitly rather than presented as an independently sourced number. No evidence was found of any robot or AI system performing artisanal hand-blown glasswork at commercial scale; the only glass-industry robotics identified handle flat industrial glass panes in factories, a different task entirely from freehand shaping of molten glass. Working glass at furnace temperature requires continuous real-time tactile and visual feedback that no current robotic system attempts to replicate, and no occupational license restricts who can practice glassblowing in the US, so this verdict rests on task difficulty rather than a legal wall. The closest AI-adjacent pressure on this trade is marketplace-level rather than task-level: platforms like Etsy introduced AI-disclosure rules in 2024-2025 after sellers reported AI-generated and mass-produced items crowding out genuinely handmade listings — a real but distinct dynamic from AI performing the craft itself.

This is a researched judgment (checklist v1.2), not a statistical measurement — it sits alongside, not instead of, the structural exposure signal above. Next scheduled review: 2027-02-11.

Sources (4)
Last updated: December 2025Source: BLS OEWS wage data via O*NET OnLine (2025 release), SOC 27-1012.00 'Craft Artists' — a shared code covering all forms of craft-art work, including this site's Ceramicist page; not glassblowing-specific

Data sources & methodology

Salary data: BLS OEWS wage data via O*NET OnLine (2025 release), SOC 27-1012.00 'Craft Artists' — a shared code covering all forms of craft-art work, including this site's Ceramicist page; not glassblowing-specific. Min/max figures represent the 10th–90th percentile annual wage range across the United States. Average figure sourced separately: BLS Occupational Employment and Wage Statistics for Craft Artists (27-1012.00) via O*NET OnLine, 2025 wage data (Annual Mean/Median Wage).

Automation Risk Score: Based on O*NET occupational analysis (27-1012.00) evaluating task complexity, physical requirements, social intelligence, and environmental variability. Methodology based on research from Frey & Osborne (Oxford, 2017).

Growth projections: 1-2% (2024-2034), 'slower than average', based on BLS Occupational Outlook Handbook.

Learn more about our methodology