Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic
Set up, operate, or tend more than one type of cutting or forming machine tool or robot.
AI Impact Summary
Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic faces moderate AI displacement risk with a score of 38/100. This occupation has higher AI displacement risk than 75% of all analyzed occupations. Of 21 analyzed tasks, 3 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.
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.
Reading Comprehension 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.
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.
AI-Resistant Skills (11)
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Equipment Maintenance is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Instructing is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic skill gaps, ranked by relevance to your displacement risk profile.
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Upskill to Reduce Risk
Courses addressing your most AI-vulnerable skills
SQL Fundamentals Skill Track
by DataCamp
Estimated Impact
AI-Augmentation Tools
Learn to work alongside AI and boost your productivity
Cybersecurity Fundamentals Path
by Pluralsight
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Strengthen Your Edge
Double down on skills AI can't replicate
Leading People and Teams Specialization
by University of Michigan
Estimated Impact
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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.
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
How AI Impacts Each Task
21 tasks analyzed
Observe machine operation to detect workpiece defects or machine malfunctions, adjusting machines as necessary.
Set up and operate machines, such as lathes, cutters, shears, borers, millers, grinders, presses, drills, or auxiliary machines, to make metallic and plastic workpieces.
Inspect workpieces for defects, and measure workpieces to determine accuracy of machine operation, using rules, templates, or other measuring instruments.
Read blueprints or job orders to determine product specifications and tooling instructions and to plan operational sequences.
Start machines and turn handwheels or valves to engage feeding, cooling, and lubricating mechanisms.
Select, install, and adjust alignment of drills, cutters, dies, guides, and holding devices, using templates, measuring instruments, and hand tools.
Move controls or mount gears, cams, or templates in machines to set feed rates and cutting speeds, depths, and angles.
Position, adjust, and secure stock material or workpieces against stops, on arbors, or in chucks, fixtures, or automatic feeding mechanisms, manually or using hoists.
Set machine stops or guides to specified lengths as indicated by scales, rules, or templates.
Perform minor machine maintenance, such as oiling or cleaning machines, dies, or workpieces, or adding coolant to machine reservoirs.
Measure and mark reference points and cutting lines on workpieces, using traced templates, compasses, and rules.
Compute data, such as gear dimensions or machine settings, applying knowledge of shop mathematics.
Remove burrs, sharp edges, rust, or scale from workpieces, using files, hand grinders, wire brushes, or power tools.
Instruct other workers in machine set-up and operation.
Change worn machine accessories, such as cutting tools or brushes, using hand tools.
Make minor electrical and mechanical repairs and adjustments to machines and notify supervisors when major service is required.
Extract or lift jammed pieces from machines, using fingers, wire hooks, or lift bars.
Select the proper coolants and lubricants and start their flow.
Record operational data, such as pressure readings, lengths of strokes, feed rates, or speeds.
Align layout marks with dies or blades.
Write programs for computer numerical control (CNC) machines to cut metal and plastic materials.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Observe machine operation to detect workpiece defects or machine malfunctions, adjusting machines as necessary. | 50Estimated | 53.0% | 10% | |
| Set up and operate machines, such as lathes, cutters, shears, borers, millers, grinders, presses, drills, or auxiliary machines, to make metallic and plastic workpieces. | 40Estimated | 49.0% | 15% | |
| Inspect workpieces for defects, and measure workpieces to determine accuracy of machine operation, using rules, templates, or other measuring instruments. | 60Estimated | 57.0% | 8% | |
| Read blueprints or job orders to determine product specifications and tooling instructions and to plan operational sequences. | 87Estimated | 84.0% | 5% | |
| Start machines and turn handwheels or valves to engage feeding, cooling, and lubricating mechanisms. | 35Estimated | 47.0% | 5% | |
| Select, install, and adjust alignment of drills, cutters, dies, guides, and holding devices, using templates, measuring instruments, and hand tools. | 35Estimated | 47.0% | 6% | |
| Move controls or mount gears, cams, or templates in machines to set feed rates and cutting speeds, depths, and angles. | 40Estimated | 49.0% | 5% | |
| Position, adjust, and secure stock material or workpieces against stops, on arbors, or in chucks, fixtures, or automatic feeding mechanisms, manually or using hoists. | 35Estimated | 47.0% | 8% | |
| Set machine stops or guides to specified lengths as indicated by scales, rules, or templates. | 40Estimated | 49.0% | 4% | |
| Perform minor machine maintenance, such as oiling or cleaning machines, dies, or workpieces, or adding coolant to machine reservoirs. | 35Estimated | 47.0% | 4% | |
| Measure and mark reference points and cutting lines on workpieces, using traced templates, compasses, and rules. | 40Estimated | 49.0% | 3% | |
| Compute data, such as gear dimensions or machine settings, applying knowledge of shop mathematics. | 44.12Observed | 66.9% | 3% | |
| Remove burrs, sharp edges, rust, or scale from workpieces, using files, hand grinders, wire brushes, or power tools. | 35Estimated | 47.0% | 4% | |
| Instruct other workers in machine set-up and operation. | 30Estimated | 27.0% | 3% | |
| Change worn machine accessories, such as cutting tools or brushes, using hand tools. | 35Estimated | 47.0% | 3% | |
| Make minor electrical and mechanical repairs and adjustments to machines and notify supervisors when major service is required. | 10Estimated | 13.0% | 3% | |
| Extract or lift jammed pieces from machines, using fingers, wire hooks, or lift bars. | 10Estimated | 13.0% | 2% | |
| Select the proper coolants and lubricants and start their flow. | 50Estimated | 53.0% | 2% | |
| Record operational data, such as pressure readings, lengths of strokes, feed rates, or speeds. | 97Estimated | 88.0% | 2% | |
| Align layout marks with dies or blades. | 40Estimated | 49.0% | 2% | |
| Write programs for computer numerical control (CNC) machines to cut metal and plastic materials. | 92Estimated | 86.0% | 3% |
Protective Factors
Total protective discount: 25.2%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$46,060
per year
Mean Wage
$48,590
per year
Employment
130K
workers
Wage Range
$34,130 - $72,850
10th - 90th pct
Wage Distribution
Explore other career paths
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Alternate Career Paths
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Computer-Controlled Machine Tool Operators, Metal and Plastic
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Cutting and Slicing Machine Setters, Operators, and Tenders
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Rolling Machine Setters, Operators, and Tenders, Metal and Plastic
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Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders
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Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic
43%Median salary: $45,190
Higher risk than 88% of other occupations
Coating, Painting, and Spraying Machine Setters, Operators, and Tenders
45%Higher risk than 92% of other occupations
Sales Managers
25%Higher risk than 20% of other occupations
Chief Executives
26%Higher risk than 23% of other occupations
General and Operations Managers
28%Higher risk than 29% of other occupations
Marketing Managers
30%Higher risk than 38% of other occupations
Advertising and Promotions Managers
31%Higher risk than 43% of other occupations
Computer and Information Systems Managers
31%Higher risk than 45% of other occupations
Recommendations
Skills to Develop
These skills are at risk from AI automation. Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic professionals should diversify beyond them.
- Mathematics
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Information Ordering
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Reading Comprehension
Reading Comprehension is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Memorization
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Mathematics
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Skills to Leverage
These human-centric skills remain difficult for AI to replicate. Double down here.
- Manual Dexterity
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
- Adaptability/Flexibility
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
- Leadership
Leadership is AI-resistant — strengthening this skill provides durable career protection.
- Complex Problem Solving
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
- Equipment Maintenance
Equipment Maintenance is AI-resistant — strengthening this skill provides durable career protection.
Tools to Adopt
AI can amplify these skills. Learn the tools that augment rather than replace your work.
- Critical Thinking
Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Monitoring
Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Judgment and Decision Making
Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Active Learning
Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Writing
Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
Score History
Risk score over 2 scoring runs
overall change