Forging Machine Setters, Operators, and Tenders, Metal and Plastic
Set up, operate, or tend forging machines to taper, shape, or form metal or plastic parts.
AI Impact Summary
Forging Machine Setters, Operators, and Tenders, Metal and Plastic faces moderate AI displacement risk with a score of 35/100. This occupation has higher AI displacement risk than 67% of all analyzed occupations. Of 13 analyzed tasks, 2 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.
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.
Memorization 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)
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness 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.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Forging Machine Setters, Operators, and Tenders, Metal and Plastic skill gaps, ranked by relevance to your displacement risk profile.
Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.
Upskill to Reduce Risk
Courses addressing your most AI-vulnerable skills
SQL Fundamentals Skill Track
by DataCamp
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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
We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.
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
13 tasks analyzed
Read work orders or blueprints to determine specified tolerances and sequences of operations for machine setup.
Position and move metal wires or workpieces through a series of dies that compress and shape stock to form die impressions.
Measure and inspect machined parts to ensure conformance to product specifications.
Set up, operate, or tend presses and forging machines to perform hot or cold forging by flattening, straightening, bending, cutting, piercing, or other operations to taper, shape, or form metal.
Turn handles or knobs to set pressures and depths of ram strokes and to synchronize machine operations.
Install, adjust, and remove dies, synchronizing cams, forging hammers, and stop guides, using overhead cranes or other hoisting devices, and hand tools.
Start machines to produce sample workpieces, and observe operations to detect machine malfunctions and to verify that machine setups conform to specifications.
Confer with other workers about machine setups and operational specifications.
Trim and compress finished forgings to specified tolerances.
Remove dies from machines when production runs are finished.
Repair, maintain, and replace parts on dies.
Select, align, and bolt positioning fixtures, stops, and specified dies to rams and anvils, forging rolls, or presses and hammers.
Sharpen cutting tools and drill bits, using bench grinders.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Read work orders or blueprints to determine specified tolerances and sequences of operations for machine setup. | 87Estimated | 84.0% | 5% | |
| Position and move metal wires or workpieces through a series of dies that compress and shape stock to form die impressions. | 40Estimated | 49.0% | 20% | |
| Measure and inspect machined parts to ensure conformance to product specifications. | 70Estimated | 61.0% | 10% | |
| Set up, operate, or tend presses and forging machines to perform hot or cold forging by flattening, straightening, bending, cutting, piercing, or other operations to taper, shape, or form metal. | 40Estimated | 49.0% | 25% | |
| Turn handles or knobs to set pressures and depths of ram strokes and to synchronize machine operations. | 35Estimated | 47.0% | 5% | |
| Install, adjust, and remove dies, synchronizing cams, forging hammers, and stop guides, using overhead cranes or other hoisting devices, and hand tools. | 10Estimated | 13.0% | 8% | |
| Start machines to produce sample workpieces, and observe operations to detect machine malfunctions and to verify that machine setups conform to specifications. | 77Estimated | 80.0% | 5% | |
| Confer with other workers about machine setups and operational specifications. | 20Estimated | 23.0% | 3% | |
| Trim and compress finished forgings to specified tolerances. | 40Estimated | 49.0% | 8% | |
| Remove dies from machines when production runs are finished. | 35Estimated | 47.0% | 3% | |
| Repair, maintain, and replace parts on dies. | 10Estimated | 13.0% | 4% | |
| Select, align, and bolt positioning fixtures, stops, and specified dies to rams and anvils, forging rolls, or presses and hammers. | 35Estimated | 47.0% | 2% | |
| Sharpen cutting tools and drill bits, using bench grinders. | 40Estimated | 49.0% | 2% |
Protective Factors
Total protective discount: 26.4%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$49,240
per year
Mean Wage
$50,900
per year
Employment
9K
workers
Wage Range
$35,150 - $69,540
10th - 90th pct
Wage Distribution
Explore other career paths
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Alternate Career Paths
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General and Operations Managers
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Advertising and Promotions Managers
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Recommendations
Skills to Develop
These skills are at risk from AI automation. Forging Machine 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
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Mathematics
Mathematics 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.
Skills to Leverage
These human-centric skills remain difficult for AI to replicate. Double down here.
- 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.
- Manual Dexterity
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
- Social Perceptiveness
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
- Coordination
Coordination 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.
- Monitoring
Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Critical Thinking
Critical Thinking 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.
- 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.
Score History
Risk score over 2 scoring runs
overall change