Takeover Tracker
43%medium risk
Gas Compressor and Gas Pumping Station Operators
vs

65 shared · 23 different

core competencies

44%medium risk
Metal-Refining Furnace Operators and Tenders

Side-by-Side Comparison

MetricGas Compressor and Gas Pumping Station OperatorsMetal-Refining Furnace Operators and Tenders
Risk Score43.0%44.2%
Risk TierMedium RiskMedium Risk
Risk Percentile87th90th
Tasks at Risk (>50%)5 / 137 / 15
Median Salary$71,510$55,770
Employment5K20K

Skill Comparison

|

Sorted by largest difference

Controlling Machines and Processes
Repairing and Maintaining Mechanical Equipment
Interacting With Computers
Computers and Electronics
Repairing and Maintaining Electronic Equipment
Updating and Using Relevant Knowledge
Production and Processing
English Language
Evaluating Information to Determine Compliance with Standards
Public Safety and Security
Analyzing Data or Information
Documenting/Recording Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Gas Compressor and Gas Pumping Station Operators

30%

total discount

Metal-Refining Furnace Operators and Tenders

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Gas Compressor and Gas Pumping Station Operators

5 of 13 at risk
88%Record instrument readings and operational changes in operating logs.
88%Read gas meters, and maintain records of the amounts of gas received and dispensed from holders.
87%Submit daily reports on facility operations.
86%Monitor meters and pressure gauges to determine consumption rate variations, temperatures, and pressures.
53%Operate power-driven pumps that transfer liquids, semi-liquids, gases, or powdered materials.

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 -$15,740(-22%) vs Gas Compressor and Gas Pumping Station Operators
Gas Compressor and Gas Pumping Station OperatorsMetal-Refining Furnace Operators and Tenders
10th
$43,950$38,760
25th
$57,520$46,550
Median
$71,510$55,770
75th
$88,090$65,070
90th
$98,350$80,280

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Gas Compressor and Gas Pumping Station Operators2028–2035
Metal-Refining Furnace Operators and Tenders2028–2035
20242030203520402045

Gas Compressor and Gas Pumping Station Operators 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%)

Gas Compressor and Gas Pumping Station Operators

$40,796

from $71,510

Metal-Refining Furnace Operators and Tenders

$31,120

from $55,770

After adjusting for AI risk, Gas Compressor and Gas Pumping Station Operators offers $9,677 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Gas

0

Unique to Metal-Refining

Combined Protection Strategy

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

Decision Complexity
Fine Manipulation
Creativity
Regulatory Barriers
Gas Compressor and Gas Pumping Station OperatorsMetal-Refining Furnace Operators and Tenders
Find transitions from Gas Compressor and Gas Pumping Station OperatorsFind transitions from Metal-Refining Furnace Operators and Tenders