Cooling and Freezing Equipment Operators and Tenders vs Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Cooling and Freezing Equipment Operators and Tenders

64 shared · 14 different

core competencies

medium risk

Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders

Side-by-Side Comparison

Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders leads 5–0

Metric	Cooling and Freezing Equipment Operators and Tenders	Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders
Risk Score	43.0%	39.3%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	87th	78th
Tasks at Risk (>50%)	13 / 15	8 / 15
Median Salary	$40,160	$49,500
Employment	7K	54K

Skill Comparison

Sorted by largest difference

Food Production

Documenting/Recording Information

Controlling Machines and Processes

Repairing and Maintaining Mechanical Equipment

Establishing and Maintaining Interpersonal Relationships

Interpreting the Meaning of Information for Others

Inspecting Equipment, Structures, or Material

Estimating the Quantifiable Characteristics of Products, Events, or Information

Repairing and Maintaining Electronic Equipment

Production and Processing

Judging the Qualities of Things, Services, or People

Analyzing Data or Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Cooling and Freezing Equipment Operators and Tenders

28%

total discount

Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders

25%

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.

Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders

8 of 15 at risk

86%Monitor material flow or instruments such as temperature or pressure gauges, indicators, or meters to ensure optimal processing conditions.

65%Test samples to determine viscosity, acidity, specific gravity, or degree of concentration, using test equipment such as viscometers, pH meters, or hydrometers.

57%Examine samples to verify qualities such as clarity, cleanliness, consistency, dryness, or texture.

57%Inspect machines or equipment for hazards, operating efficiency, malfunctions, wear, or leaks.

53%Set up or adjust machine controls to regulate conditions such as material flow, temperature, or pressure.

Wage Comparison

Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders earns +$9,340(+23%) vs Cooling and Freezing Equipment Operators and Tenders

Cooling and Freezing Equipment Operators and TendersSeparating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders

10th

$33,710$35,810

25th

$36,150$41,830

Median

$40,160$49,500

75th

$49,150$61,350

90th

$62,760$75,860

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Cooling and Freezing Equipment Operators and Tenders2028–2035

Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders2028–2035

20242030203520402045

Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders 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%)

Cooling and Freezing Equipment Operators and Tenders

$22,907

from $40,160

Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders

$30,051

from $49,500

After adjusting for AI risk, Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders offers $7,144 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Cooling

Unique to Separating,

Combined Protection Strategy

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

Creativity

Fine Manipulation

Social Intelligence

Decision Complexity

Cooling and Freezing Equipment Operators and TendersSeparating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders

Find transitions from Cooling and Freezing Equipment Operators and Tenders Find transitions from Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders