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.
AI Impact Summary
Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic faces moderate AI displacement risk with a score of 33/100. This occupation has higher AI displacement risk than 58% of all analyzed occupations. Of 33 analyzed tasks, 4 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 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.
High reliance on Mathematics 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)
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.
Social Perceptiveness 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.
Instructing is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
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.
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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
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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
33 tasks analyzed
Measure and visually inspect products for surface and dimension defects to ensure conformance to specifications, using precision measuring instruments.
Observe continuous operation of automatic machines to ensure that products meet specifications and to detect jams or malfunctions, making adjustments as necessary.
Set up, operate, or tend metal or plastic molding, casting, or coremaking machines to mold or cast metal or thermoplastic parts or products.
Turn valves and dials of machines to regulate pressure, temperature, and speed and feed rates, and to set cycle times.
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.
Observe meters and gauges to verify and record temperatures, pressures, and press-cycle times.
Connect water hoses to cooling systems of dies, using hand tools.
Remove parts, such as dies, from machines after production runs are finished.
Cool products after processing to prevent distortion.
Operate hoists to position dies or patterns on foundry floors.
Install dies onto machines or presses and coat dies with parting agents, according to work order specifications.
Unload finished products from conveyor belts, pack them in containers, and place containers in warehouses.
Perform maintenance work such as cleaning and oiling machines.
Remove finished or cured products from dies or molds, using hand tools, air hoses, and other equipment, stamping identifying information on products when necessary.
Obtain and move specified patterns to work stations, manually or using hoists, and secure patterns to machines, using wrenches.
Repair or replace damaged molds, pipes, belts, chains, or other equipment, using hand tools, hand-powered presses, or jib cranes.
Inventory and record quantities of materials and finished products, requisitioning additional supplies as necessary.
Select and install blades, tools, or other attachments for each operation.
Select coolants and lubricants, and start their flow.
Adjust equipment and workpiece holding fixtures, such as mold frames, tubs, and cutting tables, to ensure proper functioning.
Maintain inventories of materials.
Position and secure workpieces on machines, and start feeding mechanisms.
Trim excess material from parts, using knives, and grind scrap plastic into powder for reuse.
Smooth and clean inner surfaces of molds, using brushes, scrapers, air hoses, or grinding wheels, and fill imperfections with refractory material.
Mix and measure compounds, or weigh premixed compounds, and dump them into machine tubs, cavities, or molds.
Spray, smoke, or coat molds with compounds to lubricate or insulate molds, using acetylene torches or sprayers.
Preheat tools, dies, plastic materials, or patterns, using blowtorches or other equipment.
Pour or load metal or sand into melting pots, furnaces, molds, or hoppers, using shovels, ladles, or machines.
Clamp metal and plywood strips around dies or patterns to form molds.
Pull level and toggle latches to fill molds, to regulate tension on sheeting, and to release mold covers.
Skim or pour dross, slag, or impurities from molten metal, using ladles, rakes, hoes, spatulas, or spoons.
Shape molds to specified contours, using sand, and trowels and related tools.
Assemble shell halves, patterns, and foundry flasks, and reinforce core boxes, using glue, clamps, wire, bolts, rams, or machines.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Measure and visually inspect products for surface and dimension defects to ensure conformance to specifications, using precision measuring instruments. | 80Estimated | 65.0% | 4% | |
| Observe continuous operation of automatic machines to ensure that products meet specifications and to detect jams or malfunctions, making adjustments as necessary. | 75Estimated | 63.0% | 5% | |
| Set up, operate, or tend metal or plastic molding, casting, or coremaking machines to mold or cast metal or thermoplastic parts or products. | 45Estimated | 51.0% | 5% | |
| Turn valves and dials of machines to regulate pressure, temperature, and speed and feed rates, and to set cycle times. | 70Estimated | 61.0% | 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. | 53.75Observed | 70.7% | 2% | |
| Observe meters and gauges to verify and record temperatures, pressures, and press-cycle times. | 92Estimated | 86.0% | 2% | |
| Connect water hoses to cooling systems of dies, using hand tools. | 20Estimated | 41.0% | 1% | |
| Remove parts, such as dies, from machines after production runs are finished. | 25Estimated | 43.0% | 2% | |
| Cool products after processing to prevent distortion. | 50Estimated | 53.0% | 1% | |
| Operate hoists to position dies or patterns on foundry floors. | 40Estimated | 49.0% | 1% | |
| Install dies onto machines or presses and coat dies with parting agents, according to work order specifications. | 25Estimated | 43.0% | 2% | |
| Unload finished products from conveyor belts, pack them in containers, and place containers in warehouses. | 70Estimated | 61.0% | 3% | |
| Perform maintenance work such as cleaning and oiling machines. | 20Estimated | 41.0% | 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. | 25Estimated | 43.0% | 2% | |
| Obtain and move specified patterns to work stations, manually or using hoists, and secure patterns to machines, using wrenches. | 20Estimated | 41.0% | 1% | |
| Repair or replace damaged molds, pipes, belts, chains, or other equipment, using hand tools, hand-powered presses, or jib cranes. | 10Estimated | 13.0% | 2% | |
| Inventory and record quantities of materials and finished products, requisitioning additional supplies as necessary. | 92Estimated | 86.0% | 1% | |
| Select and install blades, tools, or other attachments for each operation. | 20Estimated | 41.0% | 1% | |
| Select coolants and lubricants, and start their flow. | 50Estimated | 53.0% | 1% | |
| Adjust equipment and workpiece holding fixtures, such as mold frames, tubs, and cutting tables, to ensure proper functioning. | 25Estimated | 43.0% | 2% | |
| Maintain inventories of materials. | 92Estimated | 86.0% | 1% | |
| Position and secure workpieces on machines, and start feeding mechanisms. | 30Estimated | 45.0% | 2% | |
| Trim excess material from parts, using knives, and grind scrap plastic into powder for reuse. | 25Estimated | 43.0% | 2% | |
| Smooth and clean inner surfaces of molds, using brushes, scrapers, air hoses, or grinding wheels, and fill imperfections with refractory material. | 20Estimated | 41.0% | 1% | |
| Mix and measure compounds, or weigh premixed compounds, and dump them into machine tubs, cavities, or molds. | 30Estimated | 45.0% | 1% | |
| Spray, smoke, or coat molds with compounds to lubricate or insulate molds, using acetylene torches or sprayers. | 25Estimated | 43.0% | 1% | |
| Preheat tools, dies, plastic materials, or patterns, using blowtorches or other equipment. | 20Estimated | 41.0% | 1% | |
| Pour or load metal or sand into melting pots, furnaces, molds, or hoppers, using shovels, ladles, or machines. | 25Estimated | 43.0% | 1% | |
| Clamp metal and plywood strips around dies or patterns to form molds. | 20Estimated | 41.0% | 1% | |
| Pull level and toggle latches to fill molds, to regulate tension on sheeting, and to release mold covers. | 25Estimated | 43.0% | 1% | |
| Skim or pour dross, slag, or impurities from molten metal, using ladles, rakes, hoes, spatulas, or spoons. | 15Estimated | 39.0% | 22% | |
| Shape molds to specified contours, using sand, and trowels and related tools. | 5Estimated | 11.0% | 12% | |
| Assemble shell halves, patterns, and foundry flasks, and reinforce core boxes, using glue, clamps, wire, bolts, rams, or machines. | 40Estimated | 49.0% | 15% |
Protective Factors
Total protective discount: 24.7%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$41,230
per year
Mean Wage
$44,130
per year
Employment
155K
workers
Wage Range
$31,990 - $60,110
10th - 90th pct
Wage Distribution
Explore other career paths
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Recommendations
Skills to Develop
These skills are at risk from AI automation. Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic professionals should diversify beyond them.
- 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
High reliance on Mathematics 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.
- 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.
- Social Perceptiveness
Social Perceptiveness 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.
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.
- Active Learning
Active Learning 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.
- 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