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AI Work Index

Headline risk

9%

Low Risk

Pourers and casters, metal

United States AI Work IndexISCO 8122crosswalk_exact

United States AI Work Index tracks this occupation on the shared structural baseline and then layers on local demand resilience, wages, and confidence.

5.9 current · 5.7 projectedConfidence high

Why This Score

Tasks 100%

Share of job tasks that overlap with current AI capabilities

Wage $49K

Median annual wage

Demand -5%

Projected employment change over 10 years

Preparation Zone 2

Typical preparation needed for this occupation

Occupation profile

Operate hand-controlled mechanisms to pour and regulate the flow of molten metal into molds to produce castings or ingots.

Task evidence

100% weighted task match · 0% effective coverage

Scores combine AI task overlap, human advantages, and local demand. How it works

United States Now

Median Wage

USD 48,940

Employment 2024

5.9K

Projected Change (2024–34)

-4.7%

Openings (2024–34)

0.6K

Wage distribution

Bottom 10%: USD 37,25025th pctl: USD 41,410Median: USD 48,94075th pctl: USD 59,850Top 10%: USD 68,030

Demand outlook

Overall employment of metal and plastic machine workers is projected to grow 7 percent from 2024 to 2034, decline.

Education: High school diploma or equivalent Experience: None

Role Profile

Detail orientedAdaptabilityFine motor

Tasks

  • 1. Pour and regulate the flow of molten metal into molds and forms to produce ingots or other castings, using ladles or hand-controlled mechanisms. AI use: 0%
  • 2. Skim slag or remove excess metal from ingots or equipment, using hand tools, strainers, rakes, or burners, collecting scrap for recycling. AI use: 0%
  • 3. Collect samples, or signal workers to sample metal for analysis. AI use: 0%
  • 4. Load specified amounts of metal and flux into furnaces or clay crucibles. AI use: 0%
  • 5. Read temperature gauges and observe color changes, adjusting furnace flames, torches, or electrical heating units as necessary to melt metal to specifications. AI use: 0%
  • 6. Position equipment such as ladles, grinding wheels, pouring nozzles, or crucibles, or signal other workers to position equipment. AI use: 0%

Technologies

Microsoft ExcelMicrosoft OutlookMicrosoft PowerPointMicrosoft WordHusky Injection Molding Systems Shotscope NX

Requirements

Apprenticeship: <5%Apprenticeship: >95%

Work context

Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets 5.0/5
Indoors, Not Environmentally Controlled 5.0/5
Spend Time Standing 4.6/5
Face-to-Face Discussions with Individuals and Within Teams 4.4/5
Exposed to Minor Burns, Cuts, Bites, or Stings 4.2/5
Exposed to Very Hot or Cold Temperatures 3.9/5

Worker profile

Median age 44.5 · 307K employed

Under 25: 7% · 25–54: 67% · 55+: 27%

Related

No direct US role match is available yet for this occupation.