Takeover Tracker

vs

41 shared · 24 different

core competencies

38%medium risk
Energy Brokers

Side-by-Side Comparison

MetricFinancial Quantitative AnalystsEnergy Brokers
Risk Score32.8%38.3%
Risk TierMedium RiskMedium Risk
Risk Percentile55th76th
Tasks at Risk (>50%)7 / 1510 / 15
Median Salary$80,190N/A
Employment127KN/A

Skill Comparison

|

Sorted by largest difference

Analyzing Data or Information
Processing Information
Computers and Electronics
Thinking Creatively
MathematicsAI-Vulnerable
Interacting With Computers
Estimating the Quantifiable Characteristics of Products, Events, or Information
Getting Information
Customer and Personal Service
Interpreting the Meaning of Information for Others
Number Facility
Identifying Objects, Actions, and Events

Protective Factors

Higher values indicate stronger protection against AI displacement

Financial Quantitative Analysts

30%

total discount

Energy Brokers

29%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Financial Quantitative Analysts

7 of 15 at risk
72%Prepare requirements documentation for use by software developers.
68%Produce written summary reports of financial research results.
66%Identify, track, or maintain metrics for trading system operations.
55%Develop core analytical capabilities or model libraries, using advanced statistical, quantitative, or econometric techniques.
53%Devise or apply independent models or tools to help verify results of analytical systems.

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

Financial Quantitative AnalystsEnergy Brokers
10th
$46,420N/A
25th
$60,140N/A
Median
$80,190N/A
75th
$109,120N/A
90th
$151,780N/A

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Financial Quantitative Analysts: Not yetEnergy Brokers: Not yet