medium risk
Energy Brokersvs
56 shared · 14 different
core competencies
Side-by-Side Comparison
Wholesale and Retail Buyers, Except Farm Products leads 4–0| Metric | Energy Brokers | Wholesale and Retail Buyers, Except Farm Products |
|---|---|---|
| Risk Score | 38.3% | 29.3% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 76th | 35th |
| Tasks at Risk (>50%) | 10 / 15 | 5 / 15 |
| Median Salary | N/A | N/A |
| Employment | N/A | N/A |
Skill Comparison
|
Sorted by largest difference
Evaluating Information to Determine Compliance with Standards
Analyzing Data or Information
Economics and Accounting
Resolving Conflicts and Negotiating with Others
Monitoring and Controlling Resources
MathematicsAI-Vulnerable
Interpreting the Meaning of Information for Others
MathematicsAI-Vulnerable
Processing Information
Documenting/Recording Information
Provide Consultation and Advice to Others
Performing Administrative Activities
Protective Factors
Higher values indicate stronger protection against AI displacement
Energy Brokers
29%
total discount
Wholesale and Retail Buyers, Except Farm Products
31%
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.
Wholesale and Retail Buyers, Except Farm Products
5 of 15 at risk86%Authorize payment of invoices or return of merchandise.
73%Monitor competitors' sales activities by following their advertisements in newspapers or other media.
68%Provide clerks with information to print on price tags, such as price, mark-ups or mark-downs, manufacturer number, season code, or style number.
55%Examine, select, order, or purchase merchandise consistent with quality, quantity, specification requirements, or other factors, such as environmental soundness.
52%Recommend mark-up rates, markdown rates, or merchandise selling prices.
Premium Head-to-Head Analysis
Displacement Timeline Comparison
Energy Brokers2028–2035
Wholesale and Retail Buyers, Except Farm Products2028–2035
20242030203520402045
Wholesale and Retail Buyers, Except Farm Products 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 Wholesale
Combined Protection Strategy
Regardless of which path you choose, focus on these protective factors
Fine Manipulation
Social Intelligence
Decision Complexity
Creativity
Energy BrokersWholesale and Retail Buyers, Except Farm Products