Takeover Tracker
38%medium risk
Budget Analysts
vs

50 shared · 12 different

core competencies

42%medium risk
Credit Analysts

Side-by-Side Comparison

MetricBudget AnalystsCredit Analysts
Risk Score38.1%42.2%
Risk TierMedium RiskMedium Risk
Risk Percentile75th86th
Tasks at Risk (>50%)5 / 137 / 11
Median Salary$87,930$80,970
Employment47K67K

Skill Comparison

|

Sorted by largest difference

Administration and Management
Analyzing Data or Information
Resolving Conflicts and Negotiating with Others
Monitor Processes, Materials, or Surroundings
Management of Financial Resources
Processing Information
Estimating the Quantifiable Characteristics of Products, Events, or Information
Updating and Using Relevant Knowledge
Evaluating Information to Determine Compliance with Standards
Economics and Accounting
Near Vision
Developing Objectives and Strategies

Protective Factors

Higher values indicate stronger protection against AI displacement

Budget Analysts

27%

total discount

Credit Analysts

27%

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.

Credit Analysts

7 of 11 at risk
88%Generate financial ratios, using computer programs, to evaluate customers' financial status.
86%Prepare reports that include the degree of risk involved in extending credit or lending money.
86%Complete loan applications, including credit analyses and summaries of loan requests, and submit to loan committees for approval.
74%Review individual or commercial customer files to identify and select delinquent accounts for collection.
55%Compare liquidity, profitability, and credit histories of establishments being evaluated with those of similar establishments in the same industries and geographic locations.

Wage Comparison

Credit Analysts earns -$6,960(-8%) vs Budget Analysts
Budget AnalystsCredit Analysts
10th
$60,510$52,930
25th
$72,240$63,850
Median
$87,930$80,970
75th
$110,380$113,850
90th
$134,640$168,840

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Budget Analysts20282035
Credit Analysts20282035
20242030203520402045

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

Risk-Adjusted Salary

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

Budget Analysts

$54,429

from $87,930

Credit Analysts

$46,784

from $80,970

After adjusting for AI risk, Budget Analysts offers $7,644 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Budget

0

Unique to Credit

Combined Protection Strategy

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

Fine Manipulation
Creativity
Regulatory Barriers
Social Intelligence
Budget AnalystsCredit Analysts