Pourers and Casters, Metal
Machines can already do 23% of this job's tasks. By 2035 that rises to 64%. The job changes before it disappears.
Share of the work machines can do
Worldwide baseline, 2026 to 2050
Pourers and Casters, Metal in 2026: the short answer
- Today: machines can do 23% of this job's tasks, and AI use is already seen in 0% of them.
- Forecast: machines can do half of its tasks by 2033, and 64% by 2035, according to the 311 Strategic Intelligence Unit.
- Size: 4,560 people do this job in the United States, on a median pay of $51,810 a year.
- Contact with people: it scores 50% for contact with people.
- Also called: Caster, Casting Machine Operator, Casting Operator, DC Caster (Direct Chill Caster).
Updated by the 311 Strategic Intelligence Unit. These are worldwide baseline figures; the Workforce Starburst shows them for your country. Go deeper: How ready am I? or an executive briefing.
How the work changes, task by task
The tasks that take up most of the day, with the share of each that machines can do in 2026 (dark) and 2035 (pink). Worldwide baseline.
| Task | Share of the day | Machines can do | 2026 to 2035 |
|---|---|---|---|
| Pour and regulate the flow of molten metal into molds and forms to produce ingots or other castings, using ladles or hand-controlled mechanisms | 23% | 20% to 60% | |
| Read temperature gauges and observe color changes, adjusting furnace flames, torches, or electrical heating units as necessary to melt metal to specifications | 10% | 30% to 75% | |
| Load specified amounts of metal and flux into furnaces or clay crucibles | 9% | 30% to 75% | |
| Position equipment such as ladles, grinding wheels, pouring nozzles, or crucibles, or signal other workers to position equipment | 8% | 20% to 60% | |
| Skim slag or remove excess metal from ingots or equipment, using hand tools, strainers, rakes, or burners, collecting scrap for recycling | 8% | 30% to 75% | |
| Examine molds to ensure they are clean, smooth, and properly coated | 6% | 20% to 60% | |
| Remove metal ingots or cores from molds, using hand tools, cranes, and chain hoists | 6% | 20% to 60% | |
| Remove solidified steel or slag from pouring nozzles, using long bars or oxygen burners | 5% | 20% to 60% |
The skills this job runs on
The skills pourers and casters, metal use most, most used first.
Safer jobs nearby
Jobs with a similar skill shape where machines can do less of the work by 2035.
- Sawing Machine Setters, Operators, and Tenders, Wood60% of tasks by 2035 · US median $42,770
- Painters, Construction and Maintenance54% of tasks by 2035 · US median $49,400
- Sewing Machine Operators60% of tasks by 2035 · US median $36,670
- Farmworkers and Laborers, Crop, Nursery, and Greenhouse62% of tasks by 2035 · US median $35,660
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Questions
When will machines do half of the tasks of Pourers and Casters, Metal?
Machines can do half of its tasks by 2033. That is the worldwide baseline from the 311 Workforce Starburst, before adjusting for country.
Will AI take the job of pourers and casters, metal?
Machines can do 23% of the tasks of pourers and casters, metal today and 64% by 2035. The job changes before it disappears: the routine tasks move first.
Sources and citing
Tasks and their share of the day: O*NET 31.0, occupation 51-4052.00 (US Department of Labor, CC BY 4.0). Pay and jobs: US Bureau of Labor Statistics, Occupational Employment and Wage Statistics, May 2025. AI use today: Anthropic Economic Index (CC BY). Scoring and forecast: the 311 Strategic Intelligence Unit; after 2035 the figures extend each trend, with lower confidence. Foresight, not advice.
Cite as: 311 Institute (2026). Pourers and Casters, Metal: the outlook to 2050. 311 Workforce Starburst. https://www.311institute.com/jobs/pourers-and-casters-metal/