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AI exposure Production

Will AI replace molding?

Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic. US occupation 51-4072.

0.0%

of the time molding spend on their work goes on tasks where AI is already being used to do that work.of molding's working hours go on tasks AI has already started taking off their plate.

Ranked 346 of 756 US occupations. No AI use seen in the work yet, along with 410 other occupations.No handover started yet, along with 410 other occupations.

Average US job 7.7%

Among the least exposed jobs there are.Still waiting for liberation.

What AI already does for moldingWhat molding no longer do alone

O*NET lists 29 tasks for molding. None of them shows meaningful AI use at work yet.

What it does not touch, yetWhat still needs a human

29 of the 29 tasks show no AI use at work in the data.

  • Connect water hoses to cooling systems of dies, using hand tools.Core task
  • Measure and visually inspect products for surface and dimension defects to ensure conformance to specifications, using precision measuring instruments.Core task
  • Observe continuous operation of automatic machines to ensure that products meet specifications and to detect jams or malfunctions, making adjustments as necessary.Core task
  • Observe meters and gauges to verify and record temperatures, pressures, and press-cycle times.Core task
  • Perform maintenance work such as cleaning and oiling machines.Core task
  • 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.Core task
Show the other 23
  • Remove parts, such as dies, from machines after production runs are finished.Core task
  • Set up, operate, or tend metal or plastic molding, casting, or coremaking machines to mold or cast metal or thermoplastic parts or products.Core task
  • Smooth and clean inner surfaces of molds, using brushes, scrapers, air hoses, or grinding wheels, and fill imperfections with refractory material.Core task
  • Turn valves and dials of machines to regulate pressure, temperature, and speed and feed rates, and to set cycle times.Core task
  • Adjust equipment and workpiece holding fixtures, such as mold frames, tubs, and cutting tables, to ensure proper functioning.
  • Cool products after processing to prevent distortion.
  • Install dies onto machines or presses and coat dies with parting agents, according to work order specifications.
  • Inventory and record quantities of materials and finished products, requisitioning additional supplies as necessary.
  • Maintain inventories of materials.
  • Mix and measure compounds, or weigh premixed compounds, and dump them into machine tubs, cavities, or molds.
  • Obtain and move specified patterns to work stations, manually or using hoists, and secure patterns to machines, using wrenches.
  • Operate hoists to position dies or patterns on foundry floors.
  • Position and secure workpieces on machines, and start feeding mechanisms.
  • Pour or load metal or sand into melting pots, furnaces, molds, or hoppers, using shovels, ladles, or machines.
  • Preheat tools, dies, plastic materials, or patterns, using blowtorches or other equipment.
  • Remove finished or cured products from dies or molds, using hand tools, air hoses, and other equipment, stamping identifying information on products when necessary.
  • Repair or replace damaged molds, pipes, belts, chains, or other equipment, using hand tools, hand-powered presses, or jib cranes.
  • Select and install blades, tools, or other attachments for each operation.
  • Select coolants and lubricants, and start their flow.
  • Skim or pour dross, slag, or impurities from molten metal, using ladles, rakes, hoes, spatulas, or spoons.
  • Spray, smoke, or coat molds with compounds to lubricate or insulate molds, using acetylene torches or sprayers.
  • Trim excess material from parts, using knives, and grind scrap plastic into powder for reuse.
  • Unload finished products from conveyor belts, pack them in containers, and place containers in warehouses.

How that compares

Among the 98 production occupations, molding rank 64. The group averages 0.8%, and its most exposed job is Computer Numerically Controlled Tool Programmers at 12.1%. The average US occupation sits at 7.7%.

All 756 occupations, ranked

Level with 0.0%

  1. 346Model Makers, Wood 0.0%
  2. 346Models 0.0%
  3. 346Molders, Shapers, and Casters, Except Metal and Plastic 0.0%

What this does and does not mean

Exposure is observed use, not a forecast. Anthropic maps work conversations with Claude onto the tasks O*NET lists for each job and asks, of the tasks AI could speed up, which are actually being used for at work. A use that does the task outright counts in full and a use that assists a person counts half. The task scores are averaged into the occupation figure by the share of time spent on each task.

A high figure means AI is already part of how this work gets done. It does not mean anyone has been replaced. Anthropic's own reading of the labour market finds no systematic rise in unemployment among exposed workers so far, and about 14% fewer 22 to 25 year olds starting exposed jobs.No measurable rise in unemployment among exposed workers so far, and about 14% fewer 22 to 25 year olds starting these jobs. Gap years for everyone. Labor market impacts, 5 March 2026.

Task list and titles from O*NET 31.0 by the US Department of Labor, Employment and Training Administration, used under the CC BY 4.0 licence. Scores from the Anthropic Economic Index (CC BY). Checked 1 November 2026. How the ranking works.