Takeover Tracker

39%medium risk
Loan Counselors
vs

31 shared · 27 different

core competencies

Side-by-Side Comparison

MetricLoan CounselorsBilling, Cost, and Rate Clerks
Risk Score38.7%51.2%
Risk TierMedium RiskHigh Risk
Risk Percentile77th98th
Tasks at Risk (>50%)8 / 1512 / 15
Median Salary$50,480$47,170
Employment28K418K

Skill Comparison

|

Sorted by largest difference

Learning Strategies
Performing Administrative Activities
Communications and Media
Written Comprehension
Critical ThinkingAI-Augmented
Deductive Reasoning
Organizing, Planning, and Prioritizing Work
Computers and Electronics
Interpreting the Meaning of Information for Others
Fluency of Ideas
Judgment and Decision MakingAI-Augmented
MathematicsAI-Vulnerable

Protective Factors

Higher values indicate stronger protection against AI displacement

Loan Counselors

26%

total discount

Billing, Cost, and Rate Clerks

24%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Loan Counselors

8 of 15 at risk
87%Submit applications to credit analysts for verification and recommendation.
86%Check loan agreements to ensure that they are complete and accurate, according to policies.
84%Maintain current knowledge of credit regulations.
66%Assist in selection of financial award candidates using electronic databases to certify loan eligibility.
65%Review billing for accuracy.

Billing, Cost, and Rate Clerks

12 of 15 at risk
88%Type billing documents, shipping labels, credit memorandums, or credit forms, using typewriters or computers.
88%Compute credit terms, discounts, shipment charges, or rates for goods or services to complete billing documents.
86%Operate typing, adding, calculating, or billing machines.
86%Consult sources such as rate books, manuals, or insurance company representatives to determine specific charges or information such as rules, regulations, or government tax and tariff information.
86%Track accumulated hours and dollar amounts charged to each client job to calculate client fees for professional services, such as legal or accounting services.

Wage Comparison

Billing, Cost, and Rate Clerks earns -$3,310(-7%) vs Loan Counselors
Loan CounselorsBilling, Cost, and Rate Clerks
10th
$38,980$35,760
25th
$45,420$40,260
Median
$50,480$47,170
75th
$61,760$56,350
90th
$77,920$64,990

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