Pourers and Casters, Metal
Operate hand-controlled mechanisms to pour and regulate the flow of molten metal into molds to produce castings or ingots.
How AI Impacts Each Task
16 tasks analyzed
Examine molds to ensure they are clean, smooth, and properly coated.
Pour and regulate the flow of molten metal into molds and forms to produce ingots or other castings, using ladles or hand-controlled mechanisms.
Pull levers to lift ladle stoppers and to allow molten steel to flow into ingot molds to specified heights.
Read temperature gauges and observe color changes, adjusting furnace flames, torches, or electrical heating units as necessary to melt metal to specifications.
Collect samples, or signal workers to sample metal for analysis.
Load specified amounts of metal and flux into furnaces or clay crucibles.
Add metal to molds to compensate for shrinkage.
Turn valves to circulate water through cores, or spray water on filled molds to cool and solidify metal.
Skim slag or remove excess metal from ingots or equipment, using hand tools, strainers, rakes, or burners, collecting scrap for recycling.
Stencil identifying information on ingots and pigs, using special hand tools.
Remove metal ingots or cores from molds, using hand tools, cranes, and chain hoists.
Assemble and embed cores in casting frames, using hand tools and equipment.
Position equipment such as ladles, grinding wheels, pouring nozzles, or crucibles, or signal other workers to position equipment.
Transport metal ingots to storage areas, using forklifts.
Remove solidified steel or slag from pouring nozzles, using long bars or oxygen burners.
Repair and maintain metal forms and equipment, using hand tools, sledges, and bars.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Examine molds to ensure they are clean, smooth, and properly coated. | 75Estimated | 63.0% | 5% | |
| Pour and regulate the flow of molten metal into molds and forms to produce ingots or other castings, using ladles or hand-controlled mechanisms. | 40Estimated | 49.0% | 15% | |
| Pull levers to lift ladle stoppers and to allow molten steel to flow into ingot molds to specified heights. | 35Estimated | 47.0% | 10% | |
| Read temperature gauges and observe color changes, adjusting furnace flames, torches, or electrical heating units as necessary to melt metal to specifications. | 87Estimated | 84.0% | 10% | |
| Collect samples, or signal workers to sample metal for analysis. | 30Estimated | 45.0% | 3% | |
| Load specified amounts of metal and flux into furnaces or clay crucibles. | 40Estimated | 49.0% | 5% | |
| Add metal to molds to compensate for shrinkage. | 40Estimated | 49.0% | 5% | |
| Turn valves to circulate water through cores, or spray water on filled molds to cool and solidify metal. | 45Estimated | 51.0% | 5% | |
| Skim slag or remove excess metal from ingots or equipment, using hand tools, strainers, rakes, or burners, collecting scrap for recycling. | 30Estimated | 45.0% | 8% | |
| Stencil identifying information on ingots and pigs, using special hand tools. | 65Estimated | 59.0% | 3% | |
| Remove metal ingots or cores from molds, using hand tools, cranes, and chain hoists. | 40Estimated | 49.0% | 8% | |
| Assemble and embed cores in casting frames, using hand tools and equipment. | 35Estimated | 47.0% | 5% | |
| Position equipment such as ladles, grinding wheels, pouring nozzles, or crucibles, or signal other workers to position equipment. | 35Estimated | 47.0% | 5% | |
| Transport metal ingots to storage areas, using forklifts. | 70Estimated | 61.0% | 5% | |
| Remove solidified steel or slag from pouring nozzles, using long bars or oxygen burners. | 25Estimated | 43.0% | 4% | |
| Repair and maintain metal forms and equipment, using hand tools, sledges, and bars. | 10Estimated | 13.0% | 4% |
Skill Impact Analysis
AI-Vulnerable Skills (6)
Information Ordering is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Reading Comprehension is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
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.
Mathematics 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.
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
Leadership 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.
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.
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
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Score History
Risk score over 2 scoring runs
overall change
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
Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis