Takeover Tracker
38%medium risk
Nuclear Equipment Operation Technicians
vs

45 shared · 38 different

core competencies

43%medium risk
Cooling and Freezing Equipment Operators and Tenders

Side-by-Side Comparison

MetricNuclear Equipment Operation TechniciansCooling and Freezing Equipment Operators and Tenders
Risk Score37.7%43.0%
Risk TierMedium RiskMedium Risk
Risk Percentile74th87th
Tasks at Risk (>50%)8 / 1513 / 15
Median Salary$104,240$40,160
Employment6K7K

Skill Comparison

|

Sorted by largest difference

Physics
Public Safety and Security
Updating and Using Relevant Knowledge
Analyzing Data or Information
Identifying Objects, Actions, and Events
Inspecting Equipment, Structures, or Material
Processing Information
Handling and Moving Objects
Computers and Electronics
Flexibility of Closure
Chemistry
Engineering and Technology

Protective Factors

Higher values indicate stronger protection against AI displacement

Nuclear Equipment Operation Technicians

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

Nuclear Equipment Operation Technicians

8 of 15 at risk
88%Calculate equipment operating factors, such as radiation times, dosages, temperatures, gamma intensities, or pressures, using standard formulas and conversion tables.
86%Submit computations to supervisors for review.
84%Monitor instruments, gauges, or recording devices under direction of nuclear experimenters.
78%Monitor nuclear reactor equipment performance to identify operational inefficiencies, hazards, or needs for maintenance or repair.
70%Follow policies and procedures for radiation workers to ensure personnel safety.

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 -$64,080(-61%) vs Nuclear Equipment Operation Technicians
Nuclear Equipment Operation TechniciansCooling and Freezing Equipment Operators and Tenders
10th
$64,370$33,710
25th
$83,330$36,150
Median
$104,240$40,160
75th
$113,710$49,150
90th
$126,890$62,760

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Nuclear Equipment Operation Technicians2028–2035
Cooling and Freezing Equipment Operators and Tenders2028–2035
20242030203520402045

Nuclear Equipment Operation Technicians 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%)

Nuclear Equipment Operation Technicians

$64,983

from $104,240

Cooling and Freezing Equipment Operators and Tenders

$22,907

from $40,160

After adjusting for AI risk, Nuclear Equipment Operation Technicians offers $42,076 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Nuclear

0

Unique to Cooling

Combined Protection Strategy

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

Regulatory Barriers
Fine Manipulation
Decision Complexity
Social Intelligence
Nuclear Equipment Operation TechniciansCooling and Freezing Equipment Operators and Tenders
Find transitions from Nuclear Equipment Operation TechniciansFind transitions from Cooling and Freezing Equipment Operators and Tenders