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JOB REPORT / 51-4031 · 31 TASKS

Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic.

Can AI do the work of Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastics?

Mostly it works alongside you. Here is what shifts, task by task.

YOUR EXPERIENCE MATTERS

How does this fit your work?

How many tasks do you use AI to assist with at work?

Drag the dot. There’s no wrong answer; it starts at our estimate.

Starting pointOur estimate

The mark shows what’s typical for this job.

The parts of your job AI can already do most of:

  • Read work orders or production schedules to determine specifications
  • Plan sequences of operations, applying knowledge of physical properties…
  • Start machines, monitor their operations, and record operational data

Your free lesson plan builds the skills that keep you ahead of AI.

A free set of short lessons, about 20 minutes each, at your own pace. No payment, no experience needed.

WHAT WE LOOKED AT

Your job, task by task.

7 of 31 tasks reviewed

This job has 31 core tasks. We went through 7 of them, one at a time.

Task by task, from the work Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastics actually do. How we describe AI use in each task is our own read of it, not a measurement of whether AI can replace the job.

  1. TASK 01

    Read work orders or production schedules to determine specifications, such as materials to be used, locations of cutting lines, or dimensions and tolerances.

    AI DOES

    Pulls key specs like dimensions, tolerances, and material types from work orders and flags missing info

    YOU DO

    Apply shop-floor experience to catch errors and confirm specs match the actual job

  2. TASK 02

    Plan sequences of operations, applying knowledge of physical properties of workpiece materials.

    AI DOES

    Looks up material specs and suggests common operation sequences

    YOU DO

    Apply shop-floor experience to match machine, material, and conditions in real time

  3. TASK 03

    Start machines, monitor their operations, and record operational data.

    AI DOES

    Flags unusual readings, auto-logs sensor data, and sends alerts when something looks off

    YOU DO

    Stay present on the floor to physically start machines, watch for sounds and smells, and make real-time judgment calls

  4. TASK 04

    Examine completed workpieces for defects, such as chipped edges or marred surfaces and sort defective pieces according to types of flaws.

    AI DOES

    Flags potential defects in camera-fed inspection systems

    YOU DO

    Handle parts directly and judge borderline flaws that cameras miss

  5. TASK 05

    Turn controls to set cutting speeds, feed rates, or table angles for specified operations.

    AI DOES

    Suggests starting speed and feed rate settings based on material specs

    YOU DO

    Feel the machine, watch the cut, and adjust controls in person

  6. TASK 06

    Mark identifying data on workpieces.

    AI DOES

    Helps generate marking templates or label data digitally

    YOU DO

    Physically handle and mark each part at the machine

  7. TASK 07

    Load workpieces, plastic material, or chemical solutions into machines.

    AI DOES

    Monitors machine sensors and alerts you when loading is needed

    YOU DO

    Handle and position real parts safely and precisely

START LEARNING AI

Practice AI.
Use your judgment.

There are 7 short lessons for this job, about 15 minutes each. Each one starts from a task above and teaches the part that stays with you.

Try a free lesson
Data sources and attribution

This page includes information from the O*NET 30.3 Database by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA). Used under the CC BY 4.0 license. rtwoai has modified all or some of this information. USDOL/ETA has not approved, endorsed, or tested these modifications. O*NET® is a trademark of USDOL/ETA.

Wage and employment figures are from the U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (2025). Job outlook is from the BLS Employment Projections program, 2024–34. BLS data are in the public domain. BLS has not reviewed or endorsed this page.