What does a score of 25 mean for a Rolling Machine Setters, Operators, and Tenders, Metal and Plastic?

It means that, weighted across the 19 tasks we analyzed for this role, the task mix sits at 25 on a 0–100 exposure scale — in the second quartile of analyzed occupations. It measures task exposure to current and near-term AI capabilities, not the probability of losing a job.

Which tasks in this role are most exposed to AI?

The highest-exposure tasks are: Record mill production on schedule sheets. Exposure comes from the published, rubric-scored data release rather than being generated when you open this page.

Which parts of this job are most durable?

The most durable responsibilities are: Install equipment such as guides, guards, gears, cooling equipment, and rolls, using hand tools; Remove scratches and polish roll surfaces, using polishing stones and electric buffers; Position, align, and secure arbors, spindles, coils, mandrels, dies, and slitting knives. Durable tasks typically depend on judgment, relationships, physical presence, or accountability.

Is this score personalized to me?

No — this page shows the occupation-level baseline. Two people with the same title often do different work. The $9 personalized report recalculates the score from the tasks you actually do and builds a concrete 7/30/90-day plan around them.

Rolling Machine Setters, Operators, and Tenders, Metal and Plastic

Set up, operate, or tend machines to roll steel or plastic forming bends, beads, knurls, rolls, or plate, or to flatten, temper, or reduce gauge of material.

Also known as: Bar Roller · Bulldogger · Bed Operator · Brass Roller · Barrel Roller · Caster Operator

AI Task Exposure Score

Moderate exposure

More exposed than 27% of 968 occupations · Rank #684 (1 = most exposed)

This score estimates how exposed the tasks in a role are to current and near-term AI capabilities. It does not predict whether a specific person will lose a job.

Your free role snapshot

Start with the work, not the headline

This occupation baseline already contains different kinds of work. These are the two ends of its current task range and one useful action you can take now.

Most exposed task

Record mill production on schedule sheets.

Automatable 65/100 exposure

Most durable task

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

Durable 10/100 exposure

Useful next step

Make one change to the task mix

Pilot AI on one augmentable task, then document the judgment, relationships, and accountability you still own.

Want this mapped to your actual week? Know what to strengthen, what to delegate to AI with review, and what to do over the next 7, 30, and 90 days.

Build my 7/30/90-day action plan — $9

Most exposed tasks

Highest structured exposure values in this role’s task mix — the work AI systems can already do most of.

Record mill production on schedule sheets.65

Augmentable tasks

Work where AI assists rather than replaces — the productivity frontier of this role.

Calculate draft space and roll speed for each mill stand to plan rolling sequences and specified dimensions and tempers.50
Read rolling orders, blueprints, and mill schedules to determine setup specifications, work sequences, product dimensions, and installation procedures.45
Select rolls, dies, roll stands, and chucks from data charts to form specified contours and to fabricate products.35

Most durable tasks

Lowest exposure — typically judgment, relationships, physical presence, or accountability. This is the human moat.

Install equipment such as guides, guards, gears, cooling equipment, and rolls, using hand tools.10
Remove scratches and polish roll surfaces, using polishing stones and electric buffers.10
Position, align, and secure arbors, spindles, coils, mandrels, dies, and slitting knives.12

Task exposure values and classifications are published, versioned estimates audited against the anchored rubric. This page reads them from the data release rather than generating them at request time. Bars show exposure contribution relative to this role’s task mix.

What this means

A score of 25 puts Rolling Machine Setters, Operators, and Tenders, Metal and Plastic in the second quartile of analyzed occupations. In practice, exposure this level is about the mix: 1 of 19 analyzed tasks lean automatable, 3 augmentable, and 15 durable. The useful question isn’t “will AI take this job” — it’s which tasks go first, which get faster, and where to reposition time. That’s what the personalized report maps against your actual week.

Lower-exposure adjacent roles

No adjacent role in the current data release is at least 10 points lower with ≥50% skill overlap — we don’t label anything “safer” unless the data supports it.

Labor-market context

$50,140median wage
25,250employed
1,900annual openings
-8.4%projected growth

Context only — labor statistics are not inputs to the exposure score. See methodology.

Turn your actual week into a plan

Know which work to strengthen, what to delegate to AI with review, and what to do over the next 7, 30, and 90 days. Your $9 plan includes a confidence-rated personal score, task matrix, human moat, and only genuinely lower-exposure adjacent roles.

Build my 7/30/90-day action plan — $9

Related roles

Adjacent by skills or family — no exposure claim implied.

How this score was calculated

The score is the plain average of the AI-exposure values of this role’s 19 analyzed tasks (equal task weights in this release — no hidden factors):

Automatable 1 task, averaging 65/100 exposure
Augmentable 3 tasks, averaging 43/100 exposure
Durable 15 tasks, averaging 19/100 exposure

score = (1×65 + 3×43 + 15×19) ÷ 19 ≈ 25

Every task’s exposure value was scored against a published anchored rubric that scores tasks as actually performed — physical, in-person, and accountability requirements included (data release 2026.07.12-r2). The band (Moderate) is a corpus quartile; the percentile is tie-aware across all 968 occupations.

FAQ — Rolling Machine Setters, Operators, and Tenders, Metal and Plastic

Will AI replace Rolling Machine Setters, Operators, and Tenders, Metal and Plastic?: This score cannot predict whether this occupation or any individual job will be replaced. It shows which tasks current and near-term AI can perform or accelerate, which tasks remain more durable, and where a worker can adapt. Employer decisions, demand, regulation, and how the role changes are outside the score.
What does a score of 25 mean for a Rolling Machine Setters, Operators, and Tenders, Metal and Plastic?: It means that, weighted across the 19 tasks we analyzed for this role, the task mix sits at 25 on a 0–100 exposure scale — in the second quartile of analyzed occupations. It measures task exposure to current and near-term AI capabilities, not the probability of losing a job.
Which tasks in this role are most exposed to AI?: The highest-exposure tasks are: Record mill production on schedule sheets. Exposure comes from the published, rubric-scored data release rather than being generated when you open this page.
Which parts of this job are most durable?: The most durable responsibilities are: Install equipment such as guides, guards, gears, cooling equipment, and rolls, using hand tools; Remove scratches and polish roll surfaces, using polishing stones and electric buffers; Position, align, and secure arbors, spindles, coils, mandrels, dies, and slitting knives. Durable tasks typically depend on judgment, relationships, physical presence, or accountability.
Is this score personalized to me?: No — this page shows the occupation-level baseline. Two people with the same title often do different work. The $9 personalized report recalculates the score from the tasks you actually do and builds a concrete 7/30/90-day plan around them.

Score version jr-v1 · data release 2026.07.12-r2 · updated 2026-07-13 · baseline mapping: 19 of 19 tasks carry source-level provenance · methodology