Metal-Refining Furnace Operators and Tenders vs Rolling Machine Setters, Operators, and Tenders, Metal and Plastic AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Metal-Refining Furnace Operators and Tenders

69 shared · 13 different

core competencies

medium risk

Rolling Machine Setters, Operators, and Tenders, Metal and Plastic

Side-by-Side Comparison

Rolling Machine Setters, Operators, and Tenders, Metal and Plastic leads 3–2

Metric	Metal-Refining Furnace Operators and Tenders	Rolling Machine Setters, Operators, and Tenders, Metal and Plastic
Risk Score	44.2%	42.2%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	90th	86th
Tasks at Risk (>50%)	7 / 15	11 / 15
Median Salary	$55,770	$48,630
Employment	20K	22K

Skill Comparison

Sorted by largest difference

Controlling Machines and Processes

Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment

English Language

Making Decisions and Solving Problems

Operating Vehicles, Mechanized Devices, or Equipment

Processing Information

Quality Control Analysis

Rate Control

Updating and Using Relevant Knowledge

Documenting/Recording Information

Interacting With Computers

Training and Teaching Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Metal-Refining Furnace Operators and Tenders

26%

total discount

Rolling Machine Setters, Operators, and Tenders, Metal and Plastic

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Metal-Refining Furnace Operators and Tenders

7 of 15 at risk

88%Record production data, and maintain production logs.

84%Observe air and temperature gauges or metal color and fluidity, and turn fuel valves or adjust controls to maintain required temperatures.

84%Observe operations inside furnaces, using television screens, to ensure that problems do not occur.

74%Draw smelted metal samples from furnaces or kettles for analysis, and calculate types and amounts of materials needed to ensure that materials meet specifications.

67%Regulate supplies of fuel and air, or control flow of electric current and water coolant to heat furnaces and adjust temperatures.

Rolling Machine Setters, Operators, and Tenders, Metal and Plastic

11 of 15 at risk

87%Calculate draft space and roll speed for each mill stand to plan rolling sequences and specified dimensions and tempers.

87%Select rolls, dies, roll stands, and chucks from data charts to form specified contours and to fabricate products.

86%Read rolling orders, blueprints, and mill schedules to determine setup specifications, work sequences, product dimensions, and installation procedures.

85%Examine, inspect, and measure raw materials and finished products to verify conformance to specifications.

67%Manipulate controls and observe dial indicators to monitor, adjust, and regulate speeds of machine mechanisms.

Wage Comparison

Rolling Machine Setters, Operators, and Tenders, Metal and Plastic earns -$7,140(-13%) vs Metal-Refining Furnace Operators and Tenders

Metal-Refining Furnace Operators and TendersRolling Machine Setters, Operators, and Tenders, Metal and Plastic

10th

$38,760$37,090

25th

$46,550$41,600

Median

$55,770$48,630

75th

$65,070$57,730

90th

$80,280$67,500

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Metal-Refining Furnace Operators and Tenders2028–2035

Rolling Machine Setters, Operators, and Tenders, Metal and Plastic2028–2035

20242030203520402045

Rolling Machine Setters, Operators, and Tenders, Metal and Plastic has a longer runway before significant displacement, projected 0 years later than Metal-Refining Furnace Operators and Tenders.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Metal-Refining Furnace Operators and Tenders

$31,120

from $55,770

Rolling Machine Setters, Operators, and Tenders, Metal and Plastic

$28,132

from $48,630

After adjusting for AI risk, Metal-Refining Furnace Operators and Tenders offers $2,987 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Metal-Refining

Unique to Rolling

Combined Protection Strategy

Regardless of which path you choose, focus on these protective factors

Decision Complexity

Creativity

Fine Manipulation

Social Intelligence

Metal-Refining Furnace Operators and TendersRolling Machine Setters, Operators, and Tenders, Metal and Plastic

Find transitions from Metal-Refining Furnace Operators and Tenders Find transitions from Rolling Machine Setters, Operators, and Tenders, Metal and Plastic