Takeover Tracker

35%medium risk
Credit Counselors
vs

47 shared · 17 different

core competencies

42%medium risk
Credit Analysts

Side-by-Side Comparison

MetricCredit CounselorsCredit Analysts
Risk Score34.7%42.2%
Risk TierMedium RiskMedium Risk
Risk Percentile65th86th
Tasks at Risk (>50%)8 / 157 / 11
Median Salary$50,480$80,970
Employment28K67K

Skill Comparison

|

Sorted by largest difference

Customer and Personal Service
Performing for or Working Directly with the Public
Economics and Accounting
Number Facility
Mathematical Reasoning
Training and Teaching Others
Analyzing Data or Information
Communicating with Persons Outside Organization
Judging the Qualities of Things, Services, or People
MathematicsAI-Vulnerable
Social PerceptivenessAI-Resistant
Provide Consultation and Advice to Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Credit Counselors

29%

total discount

Credit Analysts

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Credit Counselors

8 of 15 at risk
88%Disburse funds from client accounts to creditors.
86%Calculate clients' available monthly income to meet debt obligations.
72%Prepare written documents to establish contracts with or communicate financial recommendations to clients.
69%Estimate time for debt repayment given amount of debt, interest rates, and available funds.
67%Maintain or update records of client account activity, including financial transactions, counseling session notes, correspondence, document images, or client inquiries.

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 +$30,490(+60%) vs Credit Counselors
Credit CounselorsCredit Analysts
10th
$38,980$52,930
25th
$45,420$63,850
Median
$50,480$80,970
75th
$61,760$113,850
90th
$77,920$168,840

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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
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