Somewhat Resilient

Last Update: 10/7/2026

AI Resilience Score for Potters, Manufacturing:

45.9%

Median Score

Meaningful human contribution

Med

Long-term employer demand

Med

Sustained economic opportunity

Low

Our confidence in this score:
Low-medium

Methodology and Scoring Rationale

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

First, how much of the job still needs a human, read from five AI-exposure sources: our own AI Resilience Model, Anthropic's Observed Exposure, Microsoft's AI Applicability, Will Robots Take My Job, and OpenAI Signals. 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 pottery manufacturing work, five of eight sources had data. The AI exposure sources split: AI Resilience Model and OpenAI Signals saw meaningful human skill staying involved, while Will Robots Take My Job flagged higher automation risk. That disagreement, plus missing sources, keeps confidence low-medium. Weak economic signals pulled the score down, landing this role at "Somewhat Resilient."

AI Resilience Report forPotters, Manufacturing

$46,170 median salary•5,100 annual openings•SOC Code: 51-9195.05

Potters, Manufacturing are somewhat less resilient to AI impacts than most occupations, according to our analysis of 5 sources.

Pottery is labeled "Somewhat Resilient" because the hands-on, tactile core of the work (feeling clay, adjusting pressure, responding to the wheel in real time) is genuinely hard for AI to replicate, and customers actively seek out handmade pieces for their human warmth and imperfection. That said, meaningful parts of the job are already changing: in large ceramic factories, AI tools are taking over quality inspection, defect detection, and kiln monitoring, which means some supporting tasks are shifting away from human workers.

Learn more about how you can thrive in this position

This role is somewhat resilient

Pottery is labeled "Somewhat Resilient" because the hands-on, tactile core of the work (feeling clay, adjusting pressure, responding to the wheel in real time) is genuinely hard for AI to replicate, and customers actively seek out handmade pieces for their human warmth and imperfection. That said, meaningful parts of the job are already changing: in large ceramic factories, AI tools are taking over quality inspection, defect detection, and kiln monitoring, which means some supporting tasks are shifting away from human workers.

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Analysis of current AI resilience

Potters, Manufacturing

Updated quarterly

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How can Potters, Manufacturing prepare for AI?

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Latest AI news for Potters, Manufacturing

These articles highlight how AI is enhancing, not replacing, careers in pottery and manufacturing. For instance, AI can generate innovative ceramic design concepts and optimize kiln schedules, allowing potters to focus more on creativity. Additionally, while AI may impact jobs, it is also expected to create new opportunities in manufacturing. Embracing AI tools can lead to greater efficiency and creativity in pottery, ensuring that future potters remain resilient and relevant in an evolving industry.

More Career Info

Career: Potters, Manufacturing

They create pottery items like cups and bowls by shaping clay, then firing it in a kiln to make it strong and durable.

Employment & Wage Data

Median Wage

$46,170

Jobs (2025)

43,000

Growth (2025-35)

+5.8%

Annual Openings

5,100

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

94% ResilienceCore Task

Press thumbs into centers of revolving clay to form hollows, and press on the inside and outside of emerging clay cylinders with hands and fingers, gradually raising and shaping clay to desired forms ...

2

93% ResilienceCore Task

Raise and shape clay into wares, such as vases and pitchers, on revolving wheels, using hands, fingers, and thumbs.

3

92% ResilienceCore Task

Adjust wheel speeds according to the feel of the clay as pieces enlarge and walls become thinner.

4

88% ResilienceCore Task

Position balls of clay in centers of potters' wheels, and start motors or pump treadles with feet to revolve wheels.

5

86% ResilienceCore Task

Perform test-fires of pottery to determine how to achieve specific colors and textures.

6

85% ResilienceCore Task

Smooth surfaces of finished pieces, using rubber scrapers and wet sponges.

7

82% ResilienceCore Task

Pull wires through bases of articles and wheels to separate finished pieces.

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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