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

58 shared · 26 different

core competencies

47%medium risk
Packaging and Filling Machine Operators and Tenders

Side-by-Side Comparison

MetricGas Compressor and Gas Pumping Station OperatorsPackaging and Filling Machine Operators and Tenders
Risk Score43.0%47.5%
Risk TierMedium RiskMedium Risk
Risk Percentile87th95th
Tasks at Risk (>50%)5 / 1313 / 15
Median Salary$71,510$40,900
Employment5K384K

Skill Comparison

|

Sorted by largest difference

Repairing and Maintaining Mechanical Equipment
Controlling Machines and Processes
Repairing and Maintaining Electronic Equipment
Chemistry
Making Decisions and Solving Problems
Administration and Management
Documenting/Recording Information
Production and Processing
Interacting With Computers
Computers and Electronics
Public Safety and Security
Analyzing Data or Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Gas Compressor and Gas Pumping Station Operators

30%

total discount

Packaging and Filling Machine 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.

Packaging and Filling Machine Operators and Tenders

13 of 15 at risk
87%Regulate machine flow, speed, or temperature.
86%Observe machine operations to ensure quality and conformity of filled or packaged products to standards.
84%Monitor the production line, watching for problems such as pile-ups, jams, or glue that isn't sticking properly.
69%Package the product in the form in which it will be sent out, for example, filling bags with flour from a chute or spout.
67%Sort, grade, weigh, and inspect products, verifying and adjusting product weight or measurement to meet specifications.

Wage Comparison

Packaging and Filling Machine Operators and Tenders earns -$30,610(-43%) vs Gas Compressor and Gas Pumping Station Operators
Gas Compressor and Gas Pumping Station OperatorsPackaging and Filling Machine Operators and Tenders
10th
$43,950$31,890
25th
$57,520$36,250
Median
$71,510$40,900
75th
$88,090$48,440
90th
$98,350$58,910

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Gas Compressor and Gas Pumping Station Operators2028–2035
Packaging and Filling Machine Operators and Tenders2028–2035
20242030203520402045

Gas Compressor and Gas Pumping Station Operators has a longer runway before significant displacement, projected 0 years later than Packaging and Filling Machine 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

Packaging and Filling Machine Operators and Tenders

$21,489

from $40,900

After adjusting for AI risk, Gas Compressor and Gas Pumping Station Operators offers $19,308 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Gas

0

Unique to Packaging

Combined Protection Strategy

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

Fine Manipulation
Decision Complexity
Creativity
Social Intelligence
Gas Compressor and Gas Pumping Station OperatorsPackaging and Filling Machine Operators and Tenders
Find transitions from Gas Compressor and Gas Pumping Station OperatorsFind transitions from Packaging and Filling Machine Operators and Tenders