medium risk

Paper Goods Machine Setters, Operators, and Tenders

Set up, operate, or tend paper goods machines that perform a variety of functions, such as converting, sawing, corrugating, banding, wrapping, boxing, stitching, forming, or sealing paper or paperboard sheets into products.

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Higher risk than 74% of occupations

AI Impact Summary

Paper Goods Machine Setters, Operators, and Tenders faces moderate AI displacement risk with a score of 38/100. This occupation has higher AI displacement risk than 74% of all analyzed occupations. Of 15 analyzed tasks, 0 are highly automatable. Limited protective factors mean this occupation has few buffers against AI automation.

This is a general assessment. to get a score adjusted for your experience, skills, and work environment.

How AI Impacts Each Task

15 tasks analyzed

Examine completed work to detect defects and verify conformance to work orders, and adjust machinery as necessary to correct production problems.

Risk: 57.0%AI: 60EstimatedTime: 15%

Observe operation of various machines to detect and correct machine malfunctions such as improper forming, glue flow, or pasteboard tension.

Risk: 57.0%AI: 60EstimatedTime: 15%

Install attachments to machines for gluing, folding, printing, or cutting.

Risk: 47.0%AI: 35EstimatedTime: 8%

Cut products to specified dimensions, using hand or power cutters.

Risk: 49.0%AI: 40EstimatedTime: 5%

Place rolls of paper or cardboard on machine feed tracks, and thread paper through gluing, coating, and slitting rollers.

Risk: 45.0%AI: 30EstimatedTime: 8%

Task	AI Capability	Risk	Time %
Examine completed work to detect defects and verify conformance to work orders, and adjust machinery as necessary to correct production problems.	60Estimated	57.0%	15%
Observe operation of various machines to detect and correct machine malfunctions such as improper forming, glue flow, or pasteboard tension.	60Estimated	57.0%	15%
Install attachments to machines for gluing, folding, printing, or cutting.	35Estimated	47.0%	8%
Cut products to specified dimensions, using hand or power cutters.	40Estimated	49.0%	5%
Place rolls of paper or cardboard on machine feed tracks, and thread paper through gluing, coating, and slitting rollers.	30Estimated	45.0%	8%

Skill Impact Analysis

AI-Vulnerable

AI-Resistant

AI-Vulnerable

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

AI-Resistant

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Recommended Courses

Courses matched to Paper Goods Machine Setters, Operators, and Tenders skill gaps, ranked by relevance to your displacement risk profile.

Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.

Upskill to Reduce Risk

Courses addressing your most AI-vulnerable skills

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate

Addresses vulnerability: Information Ordering

Estimated Impact

-6.8pt risk+$2K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Pluralsightbeginner

Cybersecurity Fundamentals Path

by Pluralsight

30 hours$29/mo4.5Certificate

Enhances AI augmentation: Monitoring

Estimated Impact

-4.8pt risk+$2K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Courseraintermediate

Leading People and Teams Specialization

by University of Michigan

~6 weeks$49/mo4.7Certificate

Strengthens resilience: Leadership

Estimated Impact

-3.6pt risk+$3K/yr salary

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Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.