Takeover Tracker
35%medium risk

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.

Higher risk than 67% of occupations
Checking for existing plan...

How AI Impacts Each Task

13 tasks analyzed

Read work orders or blueprints to determine specified tolerances and sequences of operations for machine setup.

Risk: 84.0%AI: 87EstimatedTime: 5%

Position and move metal wires or workpieces through a series of dies that compress and shape stock to form die impressions.

Risk: 49.0%AI: 40EstimatedTime: 20%

Measure and inspect machined parts to ensure conformance to product specifications.

Risk: 61.0%AI: 70EstimatedTime: 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.

Risk: 49.0%AI: 40EstimatedTime: 25%

Turn handles or knobs to set pressures and depths of ram strokes and to synchronize machine operations.

Risk: 47.0%AI: 35EstimatedTime: 5%

Install, adjust, and remove dies, synchronizing cams, forging hammers, and stop guides, using overhead cranes or other hoisting devices, and hand tools.

Risk: 13.0%AI: 10EstimatedTime: 8%

Start machines to produce sample workpieces, and observe operations to detect machine malfunctions and to verify that machine setups conform to specifications.

Risk: 80.0%AI: 77EstimatedTime: 5%

Confer with other workers about machine setups and operational specifications.

Risk: 23.0%AI: 20EstimatedTime: 3%

Trim and compress finished forgings to specified tolerances.

Risk: 49.0%AI: 40EstimatedTime: 8%

Remove dies from machines when production runs are finished.

Risk: 47.0%AI: 35EstimatedTime: 3%

Repair, maintain, and replace parts on dies.

Risk: 13.0%AI: 10EstimatedTime: 4%

Select, align, and bolt positioning fixtures, stops, and specified dies to rams and anvils, forging rolls, or presses and hammers.

Risk: 47.0%AI: 35EstimatedTime: 2%

Sharpen cutting tools and drill bits, using bench grinders.

Risk: 49.0%AI: 40EstimatedTime: 2%

Skill Impact Analysis

AI-Vulnerable Skills (6)

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

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/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Manual Dexterity80%

Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Equipment Maintenance78%

Equipment Maintenance is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Persuasion80%

Persuasion is AI-resistant — strengthening this skill provides durable career protection.

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

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-6.9pt risk+$3K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Pluralsightbeginner

Cybersecurity Fundamentals Path

by Pluralsight

30 hours$29/mo4.5Certificate
Enhances AI augmentation: Monitoring

Estimated Impact

-4.9pt risk+$2K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Courseraintermediate

Leading People and Teams Specialization

by University of Michigan

~6 weeks$49/mo4.7Certificate
Strengthens resilience: Leadership

Estimated Impact

-3.8pt risk+$3K/yr salary

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.

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Score History

Risk score over 2 scoring runs

+1.0

overall change

Education & Training

Percentage of workers at each education and training level

Education Level

Less than High School18%
High School Diploma82%

Prior Experience Needed

Work experience required to enter this job

None35%
Up to 1 month11%
3-6 months9%
6 months - 1 year15%
1-2 years5%
2-4 years20%
4-6 years5%

Training Provided After Hiring

How long it typically takes to learn on the job

None3%
Up to 1 month11%
1-3 months22%
3-6 months17%
6 months - 1 year12%
1-2 years25%
2-4 years5%
4-6 years5%

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