Takeover Tracker
33%medium risk

Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic

Set up, operate, or tend metal or plastic molding, casting, or coremaking machines to mold or cast metal or thermoplastic parts or products.

Higher risk than 58% of occupations
Checking for existing plan...

How AI Impacts Each Task

33 tasks analyzed

Measure and visually inspect products for surface and dimension defects to ensure conformance to specifications, using precision measuring instruments.

Risk: 65.0%AI: 80EstimatedTime: 4%

Observe continuous operation of automatic machines to ensure that products meet specifications and to detect jams or malfunctions, making adjustments as necessary.

Risk: 63.0%AI: 75EstimatedTime: 5%

Set up, operate, or tend metal or plastic molding, casting, or coremaking machines to mold or cast metal or thermoplastic parts or products.

Risk: 51.0%AI: 45EstimatedTime: 5%

Turn valves and dials of machines to regulate pressure, temperature, and speed and feed rates, and to set cycle times.

Risk: 61.0%AI: 70EstimatedTime: 3%

Read specifications, blueprints, and work orders to determine setups, temperatures, and time settings required to mold, form, or cast plastic materials, as well as to plan production sequences.

Risk: 70.7%AI: 53.75ObservedTime: 2%

Observe meters and gauges to verify and record temperatures, pressures, and press-cycle times.

Risk: 86.0%AI: 92EstimatedTime: 2%

Connect water hoses to cooling systems of dies, using hand tools.

Risk: 41.0%AI: 20EstimatedTime: 1%

Remove parts, such as dies, from machines after production runs are finished.

Risk: 43.0%AI: 25EstimatedTime: 2%

Cool products after processing to prevent distortion.

Risk: 53.0%AI: 50EstimatedTime: 1%

Operate hoists to position dies or patterns on foundry floors.

Risk: 49.0%AI: 40EstimatedTime: 1%

Install dies onto machines or presses and coat dies with parting agents, according to work order specifications.

Risk: 43.0%AI: 25EstimatedTime: 2%

Unload finished products from conveyor belts, pack them in containers, and place containers in warehouses.

Risk: 61.0%AI: 70EstimatedTime: 3%

Perform maintenance work such as cleaning and oiling machines.

Risk: 41.0%AI: 20EstimatedTime: 2%

Remove finished or cured products from dies or molds, using hand tools, air hoses, and other equipment, stamping identifying information on products when necessary.

Risk: 43.0%AI: 25EstimatedTime: 2%

Obtain and move specified patterns to work stations, manually or using hoists, and secure patterns to machines, using wrenches.

Risk: 41.0%AI: 20EstimatedTime: 1%

Repair or replace damaged molds, pipes, belts, chains, or other equipment, using hand tools, hand-powered presses, or jib cranes.

Risk: 13.0%AI: 10EstimatedTime: 2%

Inventory and record quantities of materials and finished products, requisitioning additional supplies as necessary.

Risk: 86.0%AI: 92EstimatedTime: 1%

Select and install blades, tools, or other attachments for each operation.

Risk: 41.0%AI: 20EstimatedTime: 1%

Select coolants and lubricants, and start their flow.

Risk: 53.0%AI: 50EstimatedTime: 1%

Adjust equipment and workpiece holding fixtures, such as mold frames, tubs, and cutting tables, to ensure proper functioning.

Risk: 43.0%AI: 25EstimatedTime: 2%

Maintain inventories of materials.

Risk: 86.0%AI: 92EstimatedTime: 1%

Position and secure workpieces on machines, and start feeding mechanisms.

Risk: 45.0%AI: 30EstimatedTime: 2%

Trim excess material from parts, using knives, and grind scrap plastic into powder for reuse.

Risk: 43.0%AI: 25EstimatedTime: 2%

Smooth and clean inner surfaces of molds, using brushes, scrapers, air hoses, or grinding wheels, and fill imperfections with refractory material.

Risk: 41.0%AI: 20EstimatedTime: 1%

Mix and measure compounds, or weigh premixed compounds, and dump them into machine tubs, cavities, or molds.

Risk: 45.0%AI: 30EstimatedTime: 1%

Spray, smoke, or coat molds with compounds to lubricate or insulate molds, using acetylene torches or sprayers.

Risk: 43.0%AI: 25EstimatedTime: 1%

Preheat tools, dies, plastic materials, or patterns, using blowtorches or other equipment.

Risk: 41.0%AI: 20EstimatedTime: 1%

Pour or load metal or sand into melting pots, furnaces, molds, or hoppers, using shovels, ladles, or machines.

Risk: 43.0%AI: 25EstimatedTime: 1%

Clamp metal and plywood strips around dies or patterns to form molds.

Risk: 41.0%AI: 20EstimatedTime: 1%

Pull level and toggle latches to fill molds, to regulate tension on sheeting, and to release mold covers.

Risk: 43.0%AI: 25EstimatedTime: 1%

Skim or pour dross, slag, or impurities from molten metal, using ladles, rakes, hoes, spatulas, or spoons.

Risk: 39.0%AI: 15EstimatedTime: 22%

Shape molds to specified contours, using sand, and trowels and related tools.

Risk: 11.0%AI: 5EstimatedTime: 12%

Assemble shell halves, patterns, and foundry flasks, and reinforce core boxes, using glue, clamps, wire, bolts, rams, or machines.

Risk: 49.0%AI: 40EstimatedTime: 15%

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%

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

Mathematics10%

High reliance on Mathematics 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)

Manual Dexterity80%

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

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.

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.

Equipment Maintenance78%

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

Coordination70%

Coordination 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 Molding, Coremaking, and Casting 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+$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

-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

-3.6pt risk+$2K/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

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Median salary: $51,000

Higher risk than 10% of other occupations

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Median salary: $47,060

Higher risk than 90% of other occupations

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Higher risk than 81% of other occupations

Score History

Risk score over 2 scoring runs

-3.2

overall change

Education & Training

Percentage of workers at each education and training level

Education Level

Less than High School30%
High School Diploma57%
Some College11%
Post-Secondary Certificate2%

Prior Experience Needed

Work experience required to enter this job

None22%
Up to 1 month4%
1-3 months6%
3-6 months17%
6 months - 1 year9%
1-2 years18%
2-4 years13%
4-6 years5%
6-8 years5%
Over 10 years1%

Training Provided After Hiring

How long it typically takes to learn on the job

None12%
Up to 1 month6%
1-3 months28%
3-6 months7%
6 months - 1 year22%
1-2 years18%
2-4 years3%
4-6 years4%

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