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Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic

Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic — AI exposure, safer roles, and a pivot plan.

Also known as: Blaster · Babbitter · Bit Bender · Bench Molder · Aluminum Molder · Babbitt Spinner

AI Task Exposure Score

Moderate exposure

More exposed than 45% of 968 occupations · Rank #515 (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.

Most exposed tasks

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

  • Observe meters and gauges to verify and record temperatures, pressures, and press-cycle times.63

Augmentable tasks

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

  • Inventory and record quantities of materials and finished products, requisitioning additional supplies as necessary.58
  • Remove finished or cured products from dies or molds, using hand tools, air hoses, and other equipment, stamping identifying information on products when necessary.55
  • Turn valves and dials of machines to regulate pressure, temperature, and speed and feed rates, and to set cycle times.48

Most durable tasks

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

  • Measure and visually inspect products for surface and dimension defects to ensure conformance to specifications, using precision measuring instruments.34

Task exposure values and classifications come from the versioned data release — they are structured data, not model output. Bars show exposure contribution relative to this role’s task mix.

What this means

A score of 46 puts Molding, Coremaking, and Casting 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 20 analyzed tasks lean automatable, 18 augmentable, and 1 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.

One next move: adopt AI deliberately on the augmentable tasks and build visible evidence of the durable ones.

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

  • $44,350median wage
  • 150,470employed
  • 15,900annual openings
  • -3.8%projected growth

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

Your week probably doesn’t match the average

This page scores the occupation. The $9 Personalized Risk & Action Report scores your task mix — paste what you actually do and get your own score, confidence level, task matrix, human moat, and a 7/30/90-day plan.

Personalize my result — $9

Related roles

Adjacent by skills or family — no exposure claim implied.

FAQ — Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic

What does a score of 46 mean for a Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic?
It means that, weighted across the 20 tasks we analyzed for this role, the task mix sits at 46 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: Observe meters and gauges to verify and record temperatures, pressures, and press-cycle times. Exposure is scored per task from structured data, not generated by a language model.
Which parts of this job are most durable?
The most durable responsibilities are: Measure and visually inspect products for surface and dimension defects to ensure conformance to specifications, using precision measuring instruments. 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 2026.07.11-r1 · updated 2026-07-11 · baseline mapping: 20 of 20 tasks carry source-level provenance · methodology