Cooling and Freezing Equipment Operators and Tenders vs Pump Operators, Except Wellhead Pumpers AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Cooling and Freezing Equipment Operators and Tenders

71 shared · 8 different

core competencies

medium risk

Pump Operators, Except Wellhead Pumpers

Side-by-Side Comparison

Cooling and Freezing Equipment Operators and Tenders leads 3–2

Metric	Cooling and Freezing Equipment Operators and Tenders	Pump Operators, Except Wellhead Pumpers
Risk Score	43.0%	43.5%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	87th	89th
Tasks at Risk (>50%)	13 / 15	6 / 14
Median Salary	$40,160	$60,020
Employment	7K	13K

Skill Comparison

Sorted by largest difference

Computers and Electronics

Processing Information

Mechanical

Public Safety and Security

Analyzing Data or Information

Repairing and Maintaining Mechanical Equipment

Evaluating Information to Determine Compliance with Standards

Documenting/Recording Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Cooling and Freezing Equipment Operators and Tenders

28%

total discount

Pump Operators, Except Wellhead Pumpers

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Pump Operators, Except Wellhead Pumpers

6 of 14 at risk

88%Record operating data such as products and quantities pumped, stocks used, gauging results, and operating times.

86%Monitor gauges and flowmeters and inspect equipment to ensure that tank levels, temperatures, chemical amounts, and pressures are at specified levels, reporting abnormalities as necessary.

86%Read operating schedules or instructions or receive verbal orders to determine amounts to be pumped.

78%Communicate with other workers, using signals, radios, or telephones, to start and stop flows of materials or substances.

77%Test materials and solutions, using testing equipment.

Wage Comparison

Pump Operators, Except Wellhead Pumpers earns +$19,860(+49%) vs Cooling and Freezing Equipment Operators and Tenders

Cooling and Freezing Equipment Operators and TendersPump Operators, Except Wellhead Pumpers

10th

$33,710$37,850

25th

$36,150$47,270

Median

$40,160$60,020

75th

$49,150$75,160

90th

$62,760$89,660

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Cooling and Freezing Equipment Operators and Tenders2028–2035

Pump Operators, Except Wellhead Pumpers2028–2035

20242030203520402045

Cooling and Freezing Equipment Operators and Tenders has a longer runway before significant displacement, projected 0 years later than Pump Operators, Except Wellhead Pumpers.

Risk-Adjusted Salary

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

Cooling and Freezing Equipment Operators and Tenders

$22,907

from $40,160

Pump Operators, Except Wellhead Pumpers

$33,893

from $60,020

After adjusting for AI risk, Pump Operators, Except Wellhead Pumpers offers $10,986 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Cooling

Unique to Pump

Combined Protection Strategy

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

Regulatory Barriers

Creativity

Fine Manipulation

Social Intelligence

Cooling and Freezing Equipment Operators and TendersPump Operators, Except Wellhead Pumpers

Find transitions from Cooling and Freezing Equipment Operators and Tenders Find transitions from Pump Operators, Except Wellhead Pumpers