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

68 shared · 14 different

core competencies

43%medium risk
Cooling and Freezing Equipment Operators and Tenders

Side-by-Side Comparison

MetricRolling Machine Setters, Operators, and Tenders, Metal and PlasticCooling and Freezing Equipment Operators and Tenders
Risk Score42.2%43.0%
Risk TierMedium RiskMedium Risk
Risk Percentile86th87th
Tasks at Risk (>50%)11 / 1513 / 15
Median Salary$48,630$40,160
Employment22K7K

Skill Comparison

|

Sorted by largest difference

Making Decisions and Solving Problems
Analyzing Data or Information
Response Orientation
Control Precision
Reaction Time
Processing Information
Mechanical
Rate Control
Operating Vehicles, Mechanized Devices, or Equipment
Interpreting the Meaning of Information for Others
Multilimb Coordination
Quality Control Analysis

Protective Factors

Higher values indicate stronger protection against AI displacement

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

27%

total discount

Cooling and Freezing Equipment Operators and Tenders

28%

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.

Cooling and Freezing Equipment Operators and Tenders

13 of 15 at risk
86%Record temperatures, amounts of materials processed, or test results on report forms.
84%Sample and test product characteristics such as specific gravity, acidity, and sugar content, using hydrometers, pH meters, or refractometers.
69%Weigh packages and adjust freezer air valves or switches on filler heads to obtain specified amounts of product in each container.
67%Monitor pressure gauges, ammeters, flowmeters, thermometers, or products, and adjust controls to maintain specified conditions, such as feed rate, product consistency, temperature, air pressure, and machine speed.
67%Read dials and gauges on panel control boards to ascertain temperatures, alkalinities, and densities of mixtures, and turn valves to obtain specified mixtures.

Wage Comparison

Cooling and Freezing Equipment Operators and Tenders earns -$8,470(-17%) vs Rolling Machine Setters, Operators, and Tenders, Metal and Plastic
Rolling Machine Setters, Operators, and Tenders, Metal and PlasticCooling and Freezing Equipment Operators and Tenders
10th
$37,090$33,710
25th
$41,600$36,150
Median
$48,630$40,160
75th
$57,730$49,150
90th
$67,500$62,760

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Rolling Machine Setters, Operators, and Tenders, Metal and Plastic2028–2035
Cooling and Freezing Equipment Operators and Tenders2028–2035
20242030203520402045

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

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

Cooling and Freezing Equipment Operators and Tenders

$22,907

from $40,160

After adjusting for AI risk, Rolling Machine Setters, Operators, and Tenders, Metal and Plastic offers $5,225 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Rolling

0

Unique to Cooling

Combined Protection Strategy

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

Creativity
Social Intelligence
Regulatory Barriers
Decision Complexity
Rolling Machine Setters, Operators, and Tenders, Metal and PlasticCooling and Freezing Equipment Operators and Tenders
Find transitions from Rolling Machine Setters, Operators, and Tenders, Metal and PlasticFind transitions from Cooling and Freezing Equipment Operators and Tenders