Takeover Tracker
39%medium risk
Tank Car, Truck, and Ship Loaders
vs

71 shared · 21 different

core competencies

43%medium risk
Cooling and Freezing Equipment Operators and Tenders

Side-by-Side Comparison

MetricTank Car, Truck, and Ship LoadersCooling and Freezing Equipment Operators and Tenders
Risk Score39.5%43.0%
Risk TierMedium RiskMedium Risk
Risk Percentile79th87th
Tasks at Risk (>50%)6 / 1513 / 15
Median Salary$58,070$40,160
Employment11K7K

Skill Comparison

|

Sorted by largest difference

Production and Processing
Customer and Personal Service
Public Safety and Security
Scheduling Work and Activities
Thinking Creatively
Depth Perception
Administration and Management
Processing Information
Analyzing Data or Information
Multilimb Coordination
Mechanical
Controlling Machines and Processes

Protective Factors

Higher values indicate stronger protection against AI displacement

Tank Car, Truck, and Ship Loaders

28%

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

Tank Car, Truck, and Ship Loaders

6 of 15 at risk
88%Record operating data such as products and quantities pumped, gauge readings, and operating times, manually or using computers.
84%Verify tank car, barge, or truck load numbers to ensure car placement accuracy based on written or verbal instructions.
78%Monitor product movement to and from storage tanks, coordinating activities with other workers to ensure constant product flow.
74%Lower gauge rods into tanks or read meters to verify contents, temperatures, and volumes of liquid loads.
74%Check conditions and weights of vessels to ensure cleanliness and compliance with loading procedures.

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 -$17,910(-31%) vs Tank Car, Truck, and Ship Loaders
Tank Car, Truck, and Ship LoadersCooling and Freezing Equipment Operators and Tenders
10th
$38,260$33,710
25th
$47,260$36,150
Median
$58,070$40,160
75th
$71,230$49,150
90th
$88,120$62,760

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Tank Car, Truck, and Ship Loaders2028–2035
Cooling and Freezing Equipment Operators and Tenders2028–2035
20242030203520402045

Tank Car, Truck, and Ship Loaders 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%)

Tank Car, Truck, and Ship Loaders

$35,144

from $58,070

Cooling and Freezing Equipment Operators and Tenders

$22,907

from $40,160

After adjusting for AI risk, Tank Car, Truck, and Ship Loaders offers $12,237 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Tank

0

Unique to Cooling

Combined Protection Strategy

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

Social Intelligence
Decision Complexity
Regulatory Barriers
Fine Manipulation
Tank Car, Truck, and Ship LoadersCooling and Freezing Equipment Operators and Tenders
Find transitions from Tank Car, Truck, and Ship LoadersFind transitions from Cooling and Freezing Equipment Operators and Tenders