BETA

Updated: Feb 6

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BETA

Updated: Feb 6

Evolving

Last Update: 11/21/2025

Your role’s AI Resilience Score is

56.8%

Median Score

Changing Fast

Evolving

Stable

Our confidence in this score:
Medium-high

What does this resilience result mean?

These roles are shifting as AI becomes part of everyday workflows. Expect new responsibilities and new opportunities.

AI Resilience Report for

Terrazzo Workers and Finishers

They create beautiful, durable floors by mixing, pouring, and polishing materials like marble chips and cement, ensuring surfaces are smooth and attractive.

Summary

The career of Terrazzo Workers and Finishers is considered "Stable" because it relies heavily on hands-on skills and artistic design, which machines can't yet replicate. While some automation is happening off-site, the custom nature of terrazzo work and the unpredictable environment of construction sites mean robots aren't widely used on the job yet.

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Summary

The career of Terrazzo Workers and Finishers is considered "Stable" because it relies heavily on hands-on skills and artistic design, which machines can't yet replicate. While some automation is happening off-site, the custom nature of terrazzo work and the unpredictable environment of construction sites mean robots aren't widely used on the job yet.

Read full analysis

Contributing Sources

AI Resilience

All scores are converted into percentiles showing where this career ranks among U.S. careers. For models that measure impact or risk, we flip the percentile (subtract it from 100) to derive resilience.

CareerVillage.org's AI Resilience Analysis

AI Task Resilience

Learn about this score
Stable iconStable

97.4%

97.4%

Microsoft's Working with AI

AI Applicability

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Stable iconStable

77.2%

77.2%

Anthropic's Economic Index

Stable iconStable

99%

99%

Will Robots Take My Job

Automation Resilience

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Evolving iconEvolving

46.4%

46.4%

Low Demand

Labor Market Outlook

We use BLS employment projections to complement the AI-focused assessments from other sources.

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Growth Rate (2024-34):

-11.1%

Growth Percentile:

4.5%

Annual Openings:

0.1

Annual Openings Pct:

0.3%

Analysis of Current AI Resilience

Terrazzo Worker & Finisher

Updated Quarterly • Last Update: 11/22/2025

Analysis
Suggested Actions
State of Automation

State of Automation & Augmentation

Right now, terrazzo finishing remains mostly a hands-on job. Industry experts note that finishing work (like laying tile or polish­ing floors) is highly manual, and robots are only starting to enter this space [1] [2]. For instance, research teams recently built a robot to smooth precast concrete for precision finishes – a task traditionally done by human hand [2].

Some related trades already use automation: companies have demo’d robots that can lay tiles or polish large floor areas with high accuracy [1] [3]. In terrazzo itself, trade groups point out that prefabrication in shops (like machine-bent metal strips or water-jet cutting of shapes) is growing, but on-site tasks (mix­ing grout, sprinkling marble chips, patching holes) are still done by skilled workers [4] [4]. In short, few real-world AI tools target the everyday tasks listed (grinding, mixing, smoothing) yet.

Much of today’s work still relies on power tools and human design sense, though machines (power grinders, mixers) do augment the work to save effort [4] [1].

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AI Adoption

AI Adoption

Whether AI or robots are adopted quickly depends on cost and benefit. One factor speeding adoption is a skilled‐labor shortage. Industry reports say experienced terrazzo installers are in short supply, so off-site automation (precast parts, CNC waterjet cutters) helps overcome labor gaps [4].

On the other hand, new robotic systems are expensive and unproven on messy jobsites. Construction experts note sites are unpredictable, making it hard to use delicate robots safely [1] [2]. Terrazzo work is also very custom (unique color patterns, uneven floors), so machines must be highly adaptable.

The economic payoff is mixed: adopting a robot is expensive, and many terrazzo tasks pay moderately (median $27.53/hr) [5]. For these reasons, change may be slow. At the same time, companies see benefits: faster work and less wear-and-tear on people.

In the future, we expect machines or AI to help with heavy or repetitive parts (like using robots to grind large floors) while human skills (attention to detail, artful design) stay essential [4] [2]. Overall, experts are hopeful: new tools won’t replace artistry, but can make terrazzo crews safer and more productive.

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More Career Info

Career: Terrazzo Workers and Finishers

Employment & Wage Data

Median Wage

$57,260

Jobs (2024)

1,500

Growth (2024-34)

-11.1%

Annual Openings

100

Education

High school diploma or equivalent

Experience

None

Source: Bureau of Labor Statistics, Employment Projections 2024-2034

Task-Level AI Resilience Scores

AI-generated estimates of task resilience over the next 3 years

1

65% ResilienceCore Task

Cut metal division strips and press them into the terrazzo base for joints or changes of color to form designs or patterns or to help prevent cracks.

2

65% ResilienceCore Task

Blend marble chip mixtures, place into panels, and push a roller over the surface to embed the chips.

3

65% ResilienceCore Task

Mold expansion joints and edges, using edging tools, jointers, or straightedges.

4

65% ResilienceCore Task

Spread, level, or smooth concrete or terrazzo mixtures to form bases or finished surfaces, using rakes, shovels, hand or power trowels, hand or power screeds, or floats.

5

65% ResilienceCore Task

Grind curved surfaces or areas inaccessible to surfacing machine, such as stairways or cabinet tops, with portable hand grinder.

6

65% ResilienceCore Task

Position and secure moisture membrane and wire mesh in preparation for pouring base materials for terrazzo installation.

7

65% ResilienceCore Task

Wash polished terrazzo surface, using cleaner and water, and apply sealer and curing agent according to manufacturer's specifications, using brush or sprayer.

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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