Side-by-Side Comparison
Sales Engineers leads 4–0| Metric | Sales Engineers | Energy Brokers |
|---|---|---|
| Risk Score | 31.2% | 38.3% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 45th | 76th |
| Tasks at Risk (>50%) | 7 / 15 | 10 / 15 |
| Median Salary | $121,520 | N/A |
| Employment | 57K | N/A |
Skill Comparison
|
Sorted by largest difference
Selling or Influencing Others
Communicating with Persons Outside Organization
Economics and Accounting
Resolving Conflicts and Negotiating with Others
Thinking Creatively
Sales and Marketing
Engineering and Technology
Judging the Qualities of Things, Services, or People
Establishing and Maintaining Interpersonal Relationships
PersuasionAI-Resistant
Service OrientationAI-Resistant
Social PerceptivenessAI-Resistant
Protective Factors
Higher values indicate stronger protection against AI displacement
Sales Engineers
34%
total discount
Energy Brokers
29%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Sales Engineers
7 of 15 at risk85%Create sales or service contracts for products or services.
84%Secure and renew orders and arrange delivery.
78%Arrange for demonstrations or trial installations of equipment.
55%Plan and modify product configurations to meet customer needs.
53%Recommend improved materials or machinery to customers, documenting how such changes will lower costs or increase production.
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.
Wage Comparison
Sales EngineersEnergy Brokers
10th
$70,580N/A
25th
$90,690N/A
Median
$121,520N/A
75th
$159,200N/A
90th
$202,670N/A
Premium Head-to-Head Analysis
Displacement Timeline Comparison
Sales Engineers2028–2035
Energy Brokers2028–2035
20242030203520402045
Sales Engineers 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 Sales
0
Unique to Energy
Combined Protection Strategy
Regardless of which path you choose, focus on these protective factors
Social Intelligence
Creativity
Fine Manipulation
Regulatory Barriers
Sales EngineersEnergy Brokers