Side-by-Side Comparison
Energy Engineers leads 5–0| Metric | Energy Engineers | Cost Estimators |
|---|---|---|
| Risk Score | 29.6% | 37.0% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 36th | 72th |
| Tasks at Risk (>50%) | 7 / 15 | 8 / 14 |
| Median Salary | $117,750 | $77,070 |
| Employment | 151K | 220K |
Skill Comparison
|
Sorted by largest difference
Inspecting Equipment, Structures, or Material
Monitor Processes, Materials, or Surroundings
Physics
Mechanical
Management of Financial Resources
Thinking Creatively
Operations Analysis
Problem Sensitivity
Engineering and Technology
Computers and Electronics
Design
Estimating the Quantifiable Characteristics of Products, Events, or Information
Protective Factors
Higher values indicate stronger protection against AI displacement
Energy Engineers
31%
total discount
Cost Estimators
29%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Energy Engineers
7 of 15 at risk88%Verify energy bills and meter readings.
86%Prepare energy-related project reports or related documentation.
52%Monitor and analyze energy consumption.
51%Identify and recommend energy savings strategies to achieve more energy-efficient operation.
51%Perform energy modeling, measurement, verification, commissioning, or retro-commissioning.
Cost Estimators
8 of 14 at risk87%Prepare cost and expenditure statements and other necessary documentation at regular intervals for the duration of the project.
86%Collect historical cost data to estimate costs for current or future products.
84%Prepare estimates for use in selecting vendors or subcontractors.
66%Prepare and maintain a directory of suppliers, contractors and subcontractors.
55%Analyze blueprints and other documentation to prepare time, cost, materials, and labor estimates.
Wage Comparison
Cost Estimators earns -$40,680(-35%) vs Energy Engineers
Energy EngineersCost Estimators
10th
$62,840$46,330
25th
$85,750$59,830
Median
$117,750$77,070
75th
$152,670$99,630
90th
$183,510$128,640
Premium Head-to-Head Analysis
Displacement Timeline Comparison
Energy Engineers2028–2035
Cost Estimators2028–2035
20242030203520402045
Energy Engineers has a longer runway before significant displacement, projected 0 years later than Cost Estimators.
Risk-Adjusted Salary
Salary weighted by displacement risk: salary × (1 − risk%)
Energy Engineers
$82,931
from $117,750
Cost Estimators
$48,593
from $77,070
After adjusting for AI risk, Energy Engineers offers $34,339 more in risk-adjusted pay.
Transition Feasibility
1%
Skill Overlap
Low overlap — significant retraining needed for transition
0
Unique to Energy
0
Unique to Cost
Combined Protection Strategy
Regardless of which path you choose, focus on these protective factors
Creativity
Fine Manipulation
Regulatory Barriers
Decision Complexity
Energy EngineersCost Estimators