Side-by-Side Comparison
Financial Analysts leads 4–0| Metric | Financial Analysts | Energy Brokers |
|---|---|---|
| Risk Score | 33.3% | 38.3% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 59th | 76th |
| Tasks at Risk (>50%) | 7 / 15 | 10 / 15 |
| Median Salary | $101,350 | N/A |
| Employment | 341K | N/A |
Skill Comparison
|
Sorted by largest difference
Economics and Accounting
Thinking Creatively
Monitor Processes, Materials, or Surroundings
English Language
Analyzing Data or Information
Identifying Objects, Actions, and Events
Communications and Media
Getting Information
NegotiationAI-Resistant
Provide Consultation and Advice to Others
Near Vision
Clerical
Protective Factors
Higher values indicate stronger protection against AI displacement
Financial Analysts
29%
total discount
Energy Brokers
29%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Financial Analysts
7 of 15 at risk86%Purchase investments for companies in accordance with company policy.
74%Draw charts and graphs, using computer spreadsheets, to illustrate technical reports.
55%Monitor developments in the fields of industrial technology, business, finance, and economic theory.
53%Identify potential financial investments that are environmentally sound, considering issues such as carbon emissions and biodiversity.
51%Prepare plans of action for investment, using financial analyses.
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
Financial AnalystsEnergy Brokers
10th
$62,410N/A
25th
$78,300N/A
Median
$101,350N/A
75th
$132,050N/A
90th
$180,550N/A
Premium Head-to-Head Analysis
Displacement Timeline Comparison
Financial Analysts2028–2035
Energy Brokers2028–2035
20242030203520402045
Financial Analysts 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 Financial
0
Unique to Energy
Combined Protection Strategy
Regardless of which path you choose, focus on these protective factors
Fine Manipulation
Social Intelligence
Creativity
Regulatory Barriers
Financial AnalystsEnergy Brokers