Takeover Tracker
47%medium risk
Gas Plant Operators
vs

54 shared · 12 different

core competencies

38%medium risk
Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic

Side-by-Side Comparison

MetricGas Plant OperatorsMultiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic
Risk Score46.9%38.1%
Risk TierMedium RiskMedium Risk
Risk Percentile94th75th
Tasks at Risk (>50%)10 / 155 / 15
Median Salary$83,400$46,060
Employment16K130K

Skill Comparison

|

Sorted by largest difference

Handling and Moving Objects
Public Safety and Security
Controlling Machines and Processes
Design
Perceptual Speed
Operation Monitoring
Judging the Qualities of Things, Services, or People
Documenting/Recording Information
Auditory Attention
MathematicsAI-Vulnerable
Making Decisions and Solving Problems
Response Orientation

Protective Factors

Higher values indicate stronger protection against AI displacement

Gas Plant Operators

28%

total discount

Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Gas Plant Operators

10 of 15 at risk
86%Read logsheets to determine product demand and disposition, or to detect malfunctions.
86%Calculate gas ratios to detect deviations from specifications, using testing apparatus.
84%Monitor equipment functioning, observe temperature, level, and flow gauges, and perform regular unit checks to ensure that all equipment is operating as it should.
82%Control equipment to regulate flow and pressure of gas to feedlines of boilers, furnaces, and related steam-generating or heating equipment.
82%Adjust temperature, pressure, vacuum, level, flow rate, or transfer of gas to maintain processes at required levels or to correct problems.

Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic

5 of 15 at risk
86%Write programs for computer numerical control (CNC) machines to cut metal and plastic materials.
84%Read blueprints or job orders to determine product specifications and tooling instructions and to plan operational sequences.
67%Compute data, such as gear dimensions or machine settings, applying knowledge of shop mathematics.
57%Inspect workpieces for defects, and measure workpieces to determine accuracy of machine operation, using rules, templates, or other measuring instruments.
53%Observe machine operation to detect workpiece defects or machine malfunctions, adjusting machines as necessary.

Wage Comparison

Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic earns -$37,340(-45%) vs Gas Plant Operators
Gas Plant OperatorsMultiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic
10th
$59,040$34,130
25th
$73,150$38,320
Median
$83,400$46,060
75th
$100,000$56,220
90th
$109,350$72,850

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Gas Plant Operators2028–2035
Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic2028–2035
20242030203520402045

Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic has a longer runway before significant displacement, projected 0 years later than Gas Plant Operators.

Risk-Adjusted Salary

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

Gas Plant Operators

$44,277

from $83,400

Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic

$28,511

from $46,060

After adjusting for AI risk, Gas Plant Operators offers $15,766 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Gas

0

Unique to Multiple

Combined Protection Strategy

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

Fine Manipulation
Social Intelligence
Regulatory Barriers
Decision Complexity
Gas Plant OperatorsMultiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic
Find transitions from Gas Plant OperatorsFind transitions from Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic