Side-by-Side Comparison
Machinists leads 4–1| Metric | Gas Plant Operators | Machinists |
|---|---|---|
| Risk Score | 46.9% | 36.8% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 94th | 71th |
| Tasks at Risk (>50%) | 10 / 15 | 9 / 15 |
| Median Salary | $83,400 | $56,150 |
| Employment | 16K | 299K |
Skill Comparison
|
Sorted by largest difference
Handling and Moving Objects
Operation Monitoring
Auditory Attention
MathematicsAI-Vulnerable
Documenting/Recording Information
Perceptual Speed
Design
Manual DexterityAI-Resistant
Protective Factors
Higher values indicate stronger protection against AI displacement
Gas Plant Operators
28%
total discount
Machinists
26%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Gas Plant Operators
10 of 15 at risk86%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.
Machinists
9 of 15 at risk86%Program computers or electronic instruments, such as numerically controlled machine tools.
84%Study sample parts, blueprints, drawings, or engineering information to determine methods or sequences of operations needed to fabricate products.
70%Calculate dimensions or tolerances, using instruments such as micrometers or vernier calipers.
63%Monitor the feed and speed of machines during the machining process.
57%Measure, examine, or test completed units to check for defects and ensure conformance to specifications, using precision instruments, such as micrometers.
Wage Comparison
Machinists earns -$27,250(-33%) vs Gas Plant Operators
Gas Plant OperatorsMachinists
10th
$59,040$38,100
25th
$73,150$46,250
Median
$83,400$56,150
75th
$100,000$64,910
90th
$109,350$78,760
Premium Head-to-Head Analysis
Displacement Timeline Comparison
Gas Plant Operators2028–2035
Machinists2028–2035
20242030203520402045
Machinists 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
Machinists
$35,492
from $56,150
After adjusting for AI risk, Gas Plant Operators offers $8,785 more in risk-adjusted pay.
Transition Feasibility
1%
Skill Overlap
Low overlap — significant retraining needed for transition
0
Unique to Gas
0
Unique to Machinists
Combined Protection Strategy
Regardless of which path you choose, focus on these protective factors
Fine Manipulation
Regulatory Barriers
Decision Complexity
Social Intelligence
Gas Plant OperatorsMachinists