AI Automation Index

Will AI Replace Rolling Machine Setters, Operators, and Tenders, Metal and Plastic?

Analyze the automation vulnerability, task-level AI risk, salary, and demand projection for Rolling Machine Setters, Operators, and Tenders, Metal and Plastic. Run the upskilling simulator.

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• Developed & audited by Gini Loh

AI Vulnerability

42% risk score

Median Salary

$50,140 / year

Growth Demand

Medium

Constituent Task Mix

We parsed O*NET's 19 constituent tasks for this occupation and classified them by AI threat risk.

High Automation Risk (Routine Tasks) 5%
Medium Automation Risk (Cognitive/Technical) 74%
Low Automation Risk (Strategy/Leadership) 21%

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constituent Tasks

Monitor machine cycles and mill operation to detect jamming and to ensure that products conform to specifications.

Semi-structured cognitive task involving analysis, inspection, or monitoring.

Adjust and correct machine set-ups to reduce thicknesses, reshape products, and eliminate product defects.

Semi-structured task combining routine and non-routine responsibilities.

Start operation of rolling and milling machines to flatten, temper, form, and reduce sheet metal sections and to produce steel strips.

Semi-structured task combining routine and non-routine responsibilities.

Examine, inspect, and measure raw materials and finished products to verify conformance to specifications.

Semi-structured cognitive task involving analysis, inspection, or monitoring.

Read rolling orders, blueprints, and mill schedules to determine setup specifications, work sequences, product dimensions, and installation procedures.

Semi-structured task combining routine and non-routine responsibilities.

Manipulate controls and observe dial indicators to monitor, adjust, and regulate speeds of machine mechanisms.

Semi-structured cognitive task involving analysis, inspection, or monitoring.

Set distance points between rolls, guides, meters, and stops, according to specifications.

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

Calculate draft space and roll speed for each mill stand to plan rolling sequences and specified dimensions and tempers.

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

Install equipment such as guides, guards, gears, cooling equipment, and rolls, using hand tools.

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

Position, align, and secure arbors, spindles, coils, mandrels, dies, and slitting knives.

Semi-structured task combining routine and non-routine responsibilities.

Fill oil cups, adjust valves, and observe gauges to control flow of metal coolants and lubricants onto workpieces.

Semi-structured task combining routine and non-routine responsibilities.

Activate shears and grinders to trim workpieces.

Semi-structured task combining routine and non-routine responsibilities.

Signal and assist other workers to remove and position equipment, fill hoppers, and feed materials into machines.

Semi-structured task combining routine and non-routine responsibilities.

Record mill production on schedule sheets.

Routine cognitive or manual task with high vulnerability to automation.

Direct and train other workers to change rolls, operate mill equipment, remove coils and cobbles, and band and load material.

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

Thread or feed sheets or rods through rolling mechanisms, or start and control mechanisms that automatically feed steel into rollers.

Semi-structured task combining routine and non-routine responsibilities.

Select rolls, dies, roll stands, and chucks from data charts to form specified contours and to fabricate products.

Semi-structured task combining routine and non-routine responsibilities.

Remove scratches and polish roll surfaces, using polishing stones and electric buffers.

Semi-structured task combining routine and non-routine responsibilities.

Disassemble sizing mills removed from rolling lines, and sort and store parts.

Semi-structured task combining routine and non-routine responsibilities.

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Community Sentiment

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O*NET Methodology

O*NET Data Source

This page dynamically extracts data structures sponsored by the U.S. Department of Labor. Our AI classification applies cognitive task automation risk models to individual tasks.

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