Metal-Refining Furnace 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

Metal-Refining Furnace Operators and Tenders

65 shared · 7 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 3–2

Metric	Metal-Refining Furnace Operators and Tenders	Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders
Risk Score	44.2%	39.3%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	90th	78th
Tasks at Risk (>50%)	7 / 15	8 / 15
Median Salary	$55,770	$49,500
Employment	20K	54K

Skill Comparison

Sorted by largest difference

Administration and Management

Control Precision

Handling and Moving Objects

Guiding, Directing, and Motivating Subordinates

Estimating the Quantifiable Characteristics of Products, Events, or Information

Operation and Control

Establishing and Maintaining Interpersonal Relationships

Protective Factors

Higher values indicate stronger protection against AI displacement

Metal-Refining Furnace Operators and Tenders

26%

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

Metal-Refining Furnace Operators and Tenders

7 of 15 at risk

88%Record production data, and maintain production logs.

84%Observe air and temperature gauges or metal color and fluidity, and turn fuel valves or adjust controls to maintain required temperatures.

84%Observe operations inside furnaces, using television screens, to ensure that problems do not occur.

74%Draw smelted metal samples from furnaces or kettles for analysis, and calculate types and amounts of materials needed to ensure that materials meet specifications.

67%Regulate supplies of fuel and air, or control flow of electric current and water coolant to heat furnaces and adjust temperatures.

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 -$6,270(-11%) vs Metal-Refining Furnace Operators and Tenders

Metal-Refining Furnace Operators and TendersSeparating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders

10th

$38,760$35,810

25th

$46,550$41,830

Median

$55,770$49,500

75th

$65,070$61,350

90th

$80,280$75,860

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Metal-Refining Furnace 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 Metal-Refining Furnace Operators and Tenders.

Risk-Adjusted Salary

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

Metal-Refining Furnace Operators and Tenders

$31,120

from $55,770

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

$30,051

from $49,500

After adjusting for AI risk, Metal-Refining Furnace Operators and Tenders offers $1,068 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Metal-Refining

Unique to Separating,

Combined Protection Strategy

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

Fine Manipulation

Regulatory Barriers

Decision Complexity

Social Intelligence

Metal-Refining Furnace Operators and TendersSeparating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders

Find transitions from Metal-Refining Furnace Operators and Tenders Find transitions from Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders