Takeover Tracker
42%medium risk
Rolling Machine Setters, Operators, and Tenders, Metal and Plastic
vs

65 shared · 16 different

core competencies

38%medium risk
Pourers and Casters, Metal

Side-by-Side Comparison

MetricRolling Machine Setters, Operators, and Tenders, Metal and PlasticPourers and Casters, Metal
Risk Score42.2%37.7%
Risk TierMedium RiskMedium Risk
Risk Percentile86th74th
Tasks at Risk (>50%)11 / 155 / 15
Median Salary$48,630$48,940
Employment22K6K

Skill Comparison

|

Sorted by largest difference

Controlling Machines and Processes
Making Decisions and Solving Problems
Operation Monitoring
Operation and Control
Rate Control
Communicating with Supervisors, Peers, or Subordinates
Reaction Time
Mechanical
Quality Control Analysis
Response Orientation
Updating and Using Relevant Knowledge
Handling and Moving Objects

Protective Factors

Higher values indicate stronger protection against AI displacement

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

27%

total discount

Pourers and Casters, Metal

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Pourers and Casters, Metal

5 of 15 at risk
84%Read temperature gauges and observe color changes, adjusting furnace flames, torches, or electrical heating units as necessary to melt metal to specifications.
63%Examine molds to ensure they are clean, smooth, and properly coated.
61%Transport metal ingots to storage areas, using forklifts.
59%Stencil identifying information on ingots and pigs, using special hand tools.
51%Turn valves to circulate water through cores, or spray water on filled molds to cool and solidify metal.

Wage Comparison

Pourers and Casters, Metal earns +$310(+1%) vs Rolling Machine Setters, Operators, and Tenders, Metal and Plastic
Rolling Machine Setters, Operators, and Tenders, Metal and PlasticPourers and Casters, Metal
10th
$37,090$37,250
25th
$41,600$41,410
Median
$48,630$48,940
75th
$57,730$59,850
90th
$67,500$68,030

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Rolling Machine Setters, Operators, and Tenders, Metal and Plastic2028–2035
Pourers and Casters, Metal2028–2035
20242030203520402045

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

Risk-Adjusted Salary

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

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

$28,132

from $48,630

Pourers and Casters, Metal

$30,475

from $48,940

After adjusting for AI risk, Pourers and Casters, Metal offers $2,342 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Rolling

0

Unique to Pourers

Combined Protection Strategy

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

Regulatory Barriers
Decision Complexity
Social Intelligence
Creativity
Rolling Machine Setters, Operators, and Tenders, Metal and PlasticPourers and Casters, Metal
Find transitions from Rolling Machine Setters, Operators, and Tenders, Metal and PlasticFind transitions from Pourers and Casters, Metal