medium risk
Energy Brokersvs
59 shared · 3 different
core competencies
medium risk
Securities and Commodities TradersSide-by-Side Comparison
Securities and Commodities Traders leads 4–0| Metric | Energy Brokers | Securities and Commodities Traders |
|---|---|---|
| Risk Score | 38.3% | 36.7% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 76th | 71th |
| Tasks at Risk (>50%) | 10 / 15 | 6 / 15 |
| Median Salary | N/A | $78,140 |
| Employment | N/A | 472K |
Skill Comparison
|
Sorted by largest difference
Scheduling Work and Activities
MathematicsAI-Vulnerable
Interacting With Computers
Protective Factors
Higher values indicate stronger protection against AI displacement
Energy Brokers
29%
total discount
Securities and Commodities Traders
28%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Energy Brokers
10 of 15 at risk87%Prepare and send requests for price quotations to all energy companies in a particular market.
86%Monitor the flow of energy in response to changes in consumer demand.
85%Monitor energy supply contracts to ensure proper implementation and execution by suppliers.
85%Facilitate the delivery or receipt of wholesale power or retail load scheduling.
83%Purchase or sell energy or energy derivatives for customers.
Securities and Commodities Traders
6 of 15 at risk86%Receive sales order tickets and inspect forms to determine accuracy of information.
66%Report all positions or trading results.
66%Review securities transactions to ensure conformance to regulations.
53%Buy, sell, or trade carbon emissions permits.
53%Buy or sell stocks, bonds, commodity futures, foreign currencies, or other securities on behalf of investment dealers.
Wage Comparison
Energy BrokersSecurities and Commodities Traders
10th
N/A$47,080
25th
N/A$51,600
Median
N/A$78,140
75th
N/A$129,480
90th
N/A$215,210
Premium Head-to-Head Analysis
Displacement Timeline Comparison
Energy Brokers2028–2035
Securities and Commodities Traders2028–2035
20242030203520402045
Securities and Commodities Traders has a longer runway before significant displacement, projected 0 years later than Energy Brokers.
Transition Feasibility
1%
Skill Overlap
Low overlap — significant retraining needed for transition
0
Unique to Energy
0
Unique to Securities
Combined Protection Strategy
Regardless of which path you choose, focus on these protective factors
Decision Complexity
Fine Manipulation
Creativity
Regulatory Barriers
Energy BrokersSecurities and Commodities Traders