Takeover Tracker
43%medium risk

Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders

Set up, operate, or tend machines, such as glass forming machines, plodder machines, and tuber machines, to shape and form products, such as glassware, food, rubber, soap, brick, tile, clay, wax, tobacco, or cosmetics.

Higher risk than 87% of occupations
Checking for existing plan...

How AI Impacts Each Task

28 tasks analyzed

Adjust machine components to regulate speeds, pressures, and temperatures, and amounts, dimensions, and flow of materials or ingredients.

Risk: 49.0%AI: 40EstimatedTime: 6%

Press control buttons to activate machinery and equipment.

Risk: 59.0%AI: 65EstimatedTime: 6%

Examine, measure, and weigh materials or products to verify conformance to standards, using measuring devices such as templates, micrometers, or scales.

Risk: 85.2%AI: 90EstimatedTime: 6%

Activate machines to shape or form products, such as candy bars, light bulbs, balloons, or insulation panels.

Risk: 59.0%AI: 65EstimatedTime: 4%

Monitor machine operations and observe lights and gauges to detect malfunctions.

Risk: 86.0%AI: 92EstimatedTime: 6%

Clear jams, and remove defective or substandard materials or products.

Risk: 43.0%AI: 25EstimatedTime: 5%

Notify supervisors when extruded filaments fail to meet standards.

Risk: 87.2%AI: 95EstimatedTime: 2%

Record and maintain production data, such as meter readings, and quantities, types, and dimensions of materials produced.

Risk: 87.2%AI: 95EstimatedTime: 5%

Select and install machine components, such as dies, molds, and cutters, according to specifications, using hand tools and measuring devices.

Risk: 41.0%AI: 20EstimatedTime: 4%

Review work orders, specifications, or instructions to determine materials, ingredients, procedures, components, settings, and adjustments for extruding, forming, pressing, or compacting machines.

Risk: 85.2%AI: 90EstimatedTime: 4%

Turn controls to adjust machine functions, such as regulating air pressure, creating vacuums, and adjusting coolant flow.

Risk: 49.0%AI: 40EstimatedTime: 5%

Clean dies, arbors, compression chambers, and molds, using swabs, sponges, or air hoses.

Risk: 43.0%AI: 25EstimatedTime: 4%

Send product samples to laboratories for analysis.

Risk: 47.0%AI: 35EstimatedTime: 2%

Synchronize speeds of sections of machines when producing products involving several steps or processes.

Risk: 57.0%AI: 60EstimatedTime: 3%

Couple air and gas lines to machines to maintain plasticity of material and to regulate solidification of final products.

Risk: 43.0%AI: 25EstimatedTime: 2%

Pour, scoop, or dump specified ingredients, metal assemblies, or mixtures into sections of machine prior to starting machines.

Risk: 47.0%AI: 35EstimatedTime: 3%

Measure, mix, cut, shape, soften, and join materials and ingredients, such as powder, cornmeal, or rubber to prepare them for machine processing.

Risk: 41.0%AI: 20EstimatedTime: 3%

Remove materials or products from molds or from extruding, forming, pressing, or compacting machines, and stack or store them for additional processing.

Risk: 59.0%AI: 65EstimatedTime: 4%

Feed products into machines by hand or conveyor.

Risk: 61.0%AI: 70EstimatedTime: 4%

Measure arbors and dies to verify sizes specified on work tickets.

Risk: 79.2%AI: 75EstimatedTime: 2%

Thread extruded strips through water tanks and hold-down bars, or attach strands to wires and draw them through tubes.

Risk: 39.0%AI: 15EstimatedTime: 2%

Move materials, supplies, components, and finished products between storage and work areas, using work aids such as racks, hoists, and handtrucks.

Risk: 61.0%AI: 70EstimatedTime: 4%

Complete work tickets, and place them with products.

Risk: 83.2%AI: 85EstimatedTime: 2%

Disassemble equipment to repair it or to replace parts, such as nozzles, punches, and filters.

Risk: 13.0%AI: 10EstimatedTime: 3%

Remove molds, mold components, and feeder tubes from machinery after production is complete.

Risk: 41.0%AI: 20EstimatedTime: 3%

Swab molds with solutions to prevent products from sticking.

Risk: 49.0%AI: 40EstimatedTime: 2%

Ignite burners to preheat products, or use torches to apply heat.

Risk: 43.0%AI: 25EstimatedTime: 2%

Install, align, and adjust neck rings, press plungers, and feeder tubes.

Risk: 41.0%AI: 20EstimatedTime: 2%

Skill Impact Analysis

AI-Vulnerable Skills (6)

Information Ordering5%

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

Reading Comprehension10%

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

Mathematics10%

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

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.

Complex Problem Solving75%

Complex Problem Solving 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.

Instructing75%

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

Recommended Courses

Courses matched to Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders 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+$2K/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

-5pt 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.

Alternate Career Paths

See all transitions

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Median salary: $45,210

Higher risk than 93% of other occupations

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Higher risk than 92% of other occupations

Cutting and Slicing Machine Setters, Operators, and Tenders

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Median salary: $45,700

Higher risk than 81% of other occupations

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

35%
Medium Risk

Median salary: $45,590

Higher risk than 64% of other occupations

Engine and Other Machine Assemblers

38%
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Higher risk than 76% of other occupations

Fallers

24%
Low Risk

Higher risk than 17% of other occupations

Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic

43%
Medium Risk

Median salary: $45,190

Higher risk than 88% of other occupations

Log Graders and Scalers

46%
Medium Risk

Higher risk than 93% of other occupations

Logging Equipment Operators

20%
Low Risk

Higher risk than 7% of other occupations

Logging Workers, All Other

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37%
Medium Risk

Median salary: $45,690

Higher risk than 72% of other occupations

Packaging and Filling Machine Operators and Tenders

47%
Medium Risk

Median salary: $40,900

Higher risk than 95% of other occupations

Print Binding and Finishing Workers

37%
Medium Risk

Median salary: $39,820

Higher risk than 71% of other occupations

Sawing Machine Setters, Operators, and Tenders, Wood

34%
Medium Risk

Median salary: $39,950

Higher risk than 63% of other occupations

Score History

Risk score over 2 scoring runs

-0.6

overall change

Education & Training

Percentage of workers at each education and training level

Education Level

Less than High School1%
High School Diploma78%
Some College9%
Post-Secondary Certificate8%
Level 104%

Prior Experience Needed

Work experience required to enter this job

None19%
Up to 1 month7%
1-3 months1%
3-6 months15%
6 months - 1 year10%
1-2 years23%
2-4 years22%
4-6 years1%
8-10 years4%

Training Provided After Hiring

How long it typically takes to learn on the job

None1%
Up to 1 month24%
1-3 months7%
3-6 months40%
6 months - 1 year16%
1-2 years6%
2-4 years1%
4-6 years4%

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