Takeover Tracker
43%medium risk
Chemical Equipment Operators and Tenders
vs

69 shared · 18 different

core competencies

44%medium risk
Metal-Refining Furnace Operators and Tenders

Side-by-Side Comparison

MetricChemical Equipment Operators and TendersMetal-Refining Furnace Operators and Tenders
Risk Score43.0%44.2%
Risk TierMedium RiskMedium Risk
Risk Percentile88th90th
Tasks at Risk (>50%)11 / 157 / 15
Median Salary$57,090$55,770
Employment127K20K

Skill Comparison

|

Sorted by largest difference

Chemistry
Computers and Electronics
Controlling Machines and Processes
Establishing and Maintaining Interpersonal Relationships
Production and Processing
Clerical
Oral Comprehension
Interpreting the Meaning of Information for Others
English Language
Oral Expression
Engineering and Technology
Training and Teaching Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Chemical Equipment Operators and Tenders

29%

total discount

Metal-Refining Furnace Operators and Tenders

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Chemical Equipment Operators and Tenders

11 of 15 at risk
86%Monitor gauges, recording instruments, flowmeters, or products to ensure that specified conditions are maintained.
86%Read plant specifications to determine products, ingredients, or prescribed modifications of plant procedures.
78%Test product samples for specific gravity, chemical characteristics, pH levels, concentrations, or viscosities or send them to laboratories for testing.
76%Observe safety precautions to prevent fires or explosions.
65%Adjust controls to regulate temperature, pressure, feed, or flow of liquids or gases and times of prescribed reactions, according to knowledge of equipment and processes.

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.

Wage Comparison

Metal-Refining Furnace Operators and Tenders earns -$1,320(-2%) vs Chemical Equipment Operators and Tenders
Chemical Equipment Operators and TendersMetal-Refining Furnace Operators and Tenders
10th
$37,270$38,760
25th
$45,660$46,550
Median
$57,090$55,770
75th
$71,400$65,070
90th
$88,460$80,280

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Chemical Equipment Operators and Tenders2028–2035
Metal-Refining Furnace Operators and Tenders2028–2035
20242030203520402045

Chemical Equipment 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%)

Chemical Equipment Operators and Tenders

$32,524

from $57,090

Metal-Refining Furnace Operators and Tenders

$31,120

from $55,770

After adjusting for AI risk, Chemical Equipment Operators and Tenders offers $1,405 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Chemical

0

Unique to Metal-Refining

Combined Protection Strategy

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

Regulatory Barriers
Decision Complexity
Fine Manipulation
Social Intelligence
Chemical Equipment Operators and TendersMetal-Refining Furnace Operators and Tenders
Find transitions from Chemical Equipment Operators and TendersFind transitions from Metal-Refining Furnace Operators and Tenders