All occupations › ProductionCan AI Replace Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic in 2026? Lower exposure. AI could handle about 16% of today's heat treating equipment setters, operators, and tenders, metal and plastic tasks by 2036, and there is a 14% chance the number of jobs falls by a fifth or more. AI mostly assists people in this role.
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Timeline Year 2030 Chance of 20%+ fewer jobs
10% 2030 · 14% 2036
One person could cover, 2036
~1 roles
0% 50% 100% 2026 2028 2030 2032 2034 2036 2026: 9% 2027: 10% 2028: 10% 2029: 11% 2030: 12% 2031: 13% 2032: 14% 2033: 15% 2034: 15% 2035: 16% 2036: 16% 12% Share of today's tasks AI can perform 40 80 120 2026 2028 2030 2032 2034 2036 2026: 100 2027: 99 2028: 99 2029: 98 2030: 98 2031: 97 2032: 96 2033: 96 2034: 95 2035: 95 2036: 94 98 Headcount index, 2025 = 100 (dashed line) Your survival map Not every part of your job is at the same risk. Tap a number to see what to do about each task.
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1 Adjust controls to maintain temperatures and heating times, using thermal instruments and charts, dials and gauges of furnaces, and color of stock in furnaces to make… 2 Start conveyors and open furnace doors to load stock, or signal crane operators to uncover soaking pits and lower ingots into them. 3 Set up and operate or tend machines, such as furnaces, baths, flame-hardening machines, and electronic induction machines, that harden, anneal, and heat-treat metal. 4 Record times that parts are removed from furnaces to document that objects have attained specified temperatures for specified times. 5 Read production schedules and work orders to determine processing sequences, furnace temperatures, and heat cycle requirements for objects to be heat-treated. 6 Determine flame temperatures, current frequencies, heating cycles, and induction heating coils needed, based on degree of hardness required and properties of stock to… 7 Determine types and temperatures of baths and quenching media needed to attain specified part hardness, toughness, and ductility, using heat-treating charts and… Similar occupations Metal-Refining Furnace Operators and Tenders · Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders · Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders · Plating Machine Setters, Operators, and Tenders, Metal and Plastic
Based on 26 O*NET tasks for "Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic" (SOC 51-4191.00). LLM alone: 18% of tasks; with AI tools: 18%. Projections are a model, not official statistics. How we calculate this · Data version 2026-10
