Somewhat Resilient

Last Update: 10/7/2026

AI Resilience Score for Extruding, Forming, etc.:

41.7%

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 extruding, forming, pressing, and compacting machine 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 this role, 6 of 8 sources had data. Three AI exposure sources, AI Resilience Model, Microsoft, and OpenAI Signals, saw strong human involvement in setup and quality control, while Will Robots Take My Job flagged higher automation risk, keeping confidence at low-medium. A medium demand outlook and low economic opportunity scores pulled the final label to "Somewhat Resilient."

AI Resilience Report forExtruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders

$45,760 median salary•5,200 annual openings•SOC Code: 51-9041.00

Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders are somewhat less resilient to AI impacts than most occupations, according to our analysis of 6 sources.

This career sits in the "Somewhat Resilient" category because AI is genuinely changing parts of the job, especially the routine monitoring and data-recording tasks that operators used to handle manually. Smart sensors, quality cameras, and predictive maintenance software are taking over those repetitive duties, which means the role is shifting rather than disappearing.

Learn more about how you can thrive in this position

This role is somewhat resilient

This career sits in the "Somewhat Resilient" category because AI is genuinely changing parts of the job, especially the routine monitoring and data-recording tasks that operators used to handle manually. Smart sensors, quality cameras, and predictive maintenance software are taking over those repetitive duties, which means the role is shifting rather than disappearing.

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Analysis of current AI resilience

Extruding, Forming, etc.

Updated quarterly

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Latest AI news for Extruding, Forming, etc.

These articles highlight the significant impact of AI on careers in extruding, forming, pressing, and compacting machine operations. For instance, one article notes that these roles are actively facing displacement, with a specific risk score of 64/100 for automation. Despite this, understanding AI's capabilities can help students adapt and enhance their skills, ensuring they remain valuable in a transforming job market. Embracing technology and seeking continuous learning can foster resilience in these roles, positioning students to thrive alongside evolving industry demands.

More Career Info

Career: Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders

They operate machines that shape materials into products by pressing, forming, or compacting them, ensuring everything runs smoothly and meets quality standards.

Employment & Wage Data

Median Wage

$45,760

Jobs (2025)

58,300

Growth (2025-35)

+1.5%

Annual Openings

5,200

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

82% ResilienceSupplemental

Disassemble equipment to repair it or to replace parts, such as nozzles, punches, and filters.

2

80% ResilienceSupplemental

Couple air and gas lines to machines to maintain plasticity of material and to regulate solidification of final products.

3

78% ResilienceCore Task

Clean dies, arbors, compression chambers, and molds, using swabs, sponges, or air hoses.

4

78% ResilienceSupplemental

Install, align, and adjust neck rings, press plungers, and feeder tubes.

5

75% ResilienceSupplemental

Select and install machine components, such as dies, molds, and cutters, according to specifications, using hand tools and measuring devices.

6

75% ResilienceSupplemental

Measure, mix, cut, shape, soften, and join materials and ingredients, such as powder, cornmeal, or rubber to prepare them for machine processing.

7

72% ResilienceCore Task

Move materials, supplies, components, and finished products between storage and work areas, using work aids such as racks, hoists, and handtrucks.

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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