Computer-Controlled Machine Tool Operators, Metal and Plastic
Operate computer-controlled machines or robots to perform one or more machine functions on metal or plastic work pieces.
How AI Impacts Each Task
27 tasks analyzed
Measure dimensions of finished workpieces to ensure conformance to specifications, using precision measuring instruments, templates, and fixtures.
Mount, install, align, and secure tools, attachments, fixtures, and workpieces on machines, using hand tools and precision measuring instruments.
Stop machines to remove finished workpieces or to change tooling, setup, or workpiece placement, according to required machining sequences.
Transfer commands from servers to computer numerical control (CNC) modules, using computer network links.
Check to ensure that workpieces are properly lubricated and cooled during machine operation.
Insert control instructions into machine control units to start operation.
Set up and operate computer-controlled machines or robots to perform one or more machine functions on metal or plastic workpieces.
Review program specifications or blueprints to determine and set machine operations and sequencing, finished workpiece dimensions, or numerical control sequences.
Listen to machines during operation to detect sounds such as those made by dull cutting tools or excessive vibration and adjust machines to compensate for problems.
Monitor machine operation and control panel displays and compare readings to specifications to detect malfunctions.
Enter commands or load control media, such as tapes, cards, or disks, into machine controllers to retrieve programmed instructions.
Remove and replace dull cutting tools.
Modify cutting programs to account for problems encountered during operation and save modified programs.
Adjust machine feed and speed, change cutting tools, or adjust machine controls when automatic programming is faulty or if machines malfunction.
Calculate machine speed and feed ratios and the size and position of cuts.
Lift workpieces to machines manually or with hoists or cranes.
Stack or load finished items or place items on conveyor systems.
Control coolant systems.
Maintain machines and remove and replace broken or worn machine tools, using hand tools.
Input initial part dimensions into machine control panels.
Confer with supervisors or programmers to resolve machine malfunctions or production errors or to obtain approval to continue production.
Implement changes to machine programs and enter new specifications, using computers.
Write simple programs for computer-controlled machine tools.
Clean machines, tooling, or parts, using solvents or solutions and rags.
Set up future jobs while machines are operating.
Lay out and mark areas of parts to be shot-peened and fill hoppers with shot.
Examine electronic components for defects or completeness of laser-beam trimming, using microscopes.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Measure dimensions of finished workpieces to ensure conformance to specifications, using precision measuring instruments, templates, and fixtures. | 35.08Observed | 47.0% | 7% | |
| Mount, install, align, and secure tools, attachments, fixtures, and workpieces on machines, using hand tools and precision measuring instruments. | 35Estimated | 47.0% | 7% | |
| Stop machines to remove finished workpieces or to change tooling, setup, or workpiece placement, according to required machining sequences. | 45Estimated | 51.0% | 6% | |
| Transfer commands from servers to computer numerical control (CNC) modules, using computer network links. | 92Estimated | 86.0% | 2% | |
| Check to ensure that workpieces are properly lubricated and cooled during machine operation. | 50Estimated | 53.0% | 4% | |
| Insert control instructions into machine control units to start operation. | 92Estimated | 86.0% | 3% | |
| Set up and operate computer-controlled machines or robots to perform one or more machine functions on metal or plastic workpieces. | 40Estimated | 49.0% | 9% | |
| Review program specifications or blueprints to determine and set machine operations and sequencing, finished workpiece dimensions, or numerical control sequences. | 87Estimated | 84.0% | 4% | |
| Listen to machines during operation to detect sounds such as those made by dull cutting tools or excessive vibration and adjust machines to compensate for problems. | 45Estimated | 27.0% | 5% | |
| Monitor machine operation and control panel displays and compare readings to specifications to detect malfunctions. | 87Estimated | 84.0% | 6% | |
| Enter commands or load control media, such as tapes, cards, or disks, into machine controllers to retrieve programmed instructions. | 38.1Observed | 64.4% | 2% | |
| Remove and replace dull cutting tools. | 40Estimated | 49.0% | 3% | |
| Modify cutting programs to account for problems encountered during operation and save modified programs. | 60Estimated | 51.0% | 3% | |
| Adjust machine feed and speed, change cutting tools, or adjust machine controls when automatic programming is faulty or if machines malfunction. | 50Estimated | 47.0% | 3% | |
| Calculate machine speed and feed ratios and the size and position of cuts. | 97Estimated | 88.0% | 3% | |
| Lift workpieces to machines manually or with hoists or cranes. | 45Estimated | 51.0% | 5% | |
| Stack or load finished items or place items on conveyor systems. | 60Estimated | 57.0% | 4% | |
| Control coolant systems. | 70Estimated | 61.0% | 2% | |
| Maintain machines and remove and replace broken or worn machine tools, using hand tools. | 10Estimated | 13.0% | 3% | |
| Input initial part dimensions into machine control panels. | 92Estimated | 86.0% | 2% | |
| Confer with supervisors or programmers to resolve machine malfunctions or production errors or to obtain approval to continue production. | 30Estimated | 27.0% | 2% | |
| Implement changes to machine programs and enter new specifications, using computers. | 53.47Observed | 70.6% | 2% | |
| Write simple programs for computer-controlled machine tools. | 67.2Observed | 76.1% | 2% | |
| Clean machines, tooling, or parts, using solvents or solutions and rags. | 35Estimated | 47.0% | 3% | |
| Set up future jobs while machines are operating. | 40Estimated | 49.0% | 4% | |
| Lay out and mark areas of parts to be shot-peened and fill hoppers with shot. | 40Estimated | 49.0% | 2% | |
| Examine electronic components for defects or completeness of laser-beam trimming, using microscopes. | 80Estimated | 65.0% | 2% |
Skill Impact Analysis
AI-Vulnerable Skills (6)
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
AI-Resistant Skills (11)
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Equipment Maintenance is AI-resistant — strengthening this skill provides durable career protection.
Instructing is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
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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.
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Score History
Risk score over 2 scoring runs
overall change
Education & Training
Percentage of workers at each education and training level
Education Level
Prior Experience Needed
Work experience required to enter this job
Training Provided After Hiring
How long it typically takes to learn on the job
Related News
Recent articles about AI affecting this occupation

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Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis