Takeover Tracker
38%medium risk
Budget Analysts
vs

32 shared · 25 different

core competencies

52%high risk
Brokerage Clerks

Side-by-Side Comparison

MetricBudget AnalystsBrokerage Clerks
Risk Score38.1%51.7%
Risk TierMedium RiskHigh Risk
Risk Percentile75th98th
Tasks at Risk (>50%)5 / 139 / 10
Median Salary$87,930$62,940
Employment47K40K

Skill Comparison

|

Sorted by largest difference

Analyzing Data or Information
Economics and Accounting
Communicating with Supervisors, Peers, or Subordinates
Monitor Processes, Materials, or Surroundings
Organizing, Planning, and Prioritizing Work
Mathematical Reasoning
Clerical
Updating and Using Relevant Knowledge
Provide Consultation and Advice to Others
Documenting/Recording Information
Processing Information
Law and Government

Protective Factors

Higher values indicate stronger protection against AI displacement

Budget Analysts

27%

total discount

Brokerage Clerks

25%

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.

Brokerage Clerks

9 of 10 at risk
88%Monitor daily stock prices and compute fluctuations to determine the need for additional collateral to secure loans.
88%Compute total holdings, dividends, interest, transfer taxes, brokerage fees, or commissions and allocate appropriate payments to customers.
88%Prepare reports summarizing daily transactions and earnings for individual customer accounts.
86%Schedule and coordinate transfer and delivery of security certificates between companies, departments, and customers.
84%File, type, or operate standard office machines.

Wage Comparison

Brokerage Clerks earns -$24,990(-28%) vs Budget Analysts
Budget AnalystsBrokerage Clerks
10th
$60,510$47,730
25th
$72,240$53,880
Median
$87,930$62,940
75th
$110,380$77,400
90th
$134,640$91,650

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Budget Analysts20282035
Brokerage Clerks20282035
20242030203520402045

Budget Analysts has a longer runway before significant displacement, projected 0 years later than Brokerage Clerks.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Budget Analysts

$54,429

from $87,930

Brokerage Clerks

$30,419

from $62,940

After adjusting for AI risk, Budget Analysts offers $24,010 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Budget

0

Unique to Brokerage

Combined Protection Strategy

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

Fine Manipulation
Creativity
Decision Complexity
Regulatory Barriers
Budget AnalystsBrokerage Clerks