Takeover Tracker
38%medium risk
Budget Analysts
vs

53 shared · 10 different

core competencies

38%medium risk
Energy Brokers

Side-by-Side Comparison

MetricBudget AnalystsEnergy Brokers
Risk Score38.1%38.3%
Risk TierMedium RiskMedium Risk
Risk Percentile75th76th
Tasks at Risk (>50%)5 / 1310 / 15
Median Salary$87,930N/A
Employment47KN/A

Skill Comparison

|

Sorted by largest difference

Law and Government
Analyzing Data or Information
Scheduling Work and Activities
NegotiationAI-Resistant
Administration and Management
Number Facility
Computers and Electronics
Performing Administrative Activities
PersuasionAI-Resistant
Management of Financial Resources

Protective Factors

Higher values indicate stronger protection against AI displacement

Budget Analysts

27%

total discount

Energy Brokers

29%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Budget Analysts

5 of 13 at risk
85%Match appropriations for specific programs with appropriations for broader programs, including items for emergency funds.
84%Examine budget estimates for completeness, accuracy, and conformance with procedures and regulations.
55%Review operating budgets to analyze trends affecting budget needs.
53%Analyze monthly department budgeting and accounting reports to maintain expenditure controls.
51%Summarize budgets and submit recommendations for the approval or disapproval of funds requests.

Energy Brokers

10 of 15 at risk
87%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

Budget AnalystsEnergy Brokers
10th
$60,510N/A
25th
$72,240N/A
Median
$87,930N/A
75th
$110,380N/A
90th
$134,640N/A

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Budget Analysts20282035
Energy Brokers20282035
20242030203520402045

Budget 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 Budget

0

Unique to Energy

Combined Protection Strategy

Regardless of which path you choose, focus on these protective factors

Fine Manipulation
Regulatory Barriers
Social Intelligence
Creativity
Budget AnalystsEnergy Brokers