Takeover Tracker
39%medium risk
Loan Counselors
vs

51 shared · 18 different

core competencies

35%medium risk
Credit Counselors

Side-by-Side Comparison

MetricLoan CounselorsCredit Counselors
Risk Score38.7%34.7%
Risk TierMedium RiskMedium Risk
Risk Percentile77th65th
Tasks at Risk (>50%)8 / 158 / 15
Median Salary$50,480$50,480
Employment28K28K

Skill Comparison

|

Sorted by largest difference

Customer and Personal Service
Therapy and Counseling
Getting Information
Coaching and Developing Others
Computers and Electronics
MathematicsAI-Vulnerable
Near Vision
Performing Administrative Activities
Updating and Using Relevant Knowledge
Organizing, Planning, and Prioritizing Work
Making Decisions and Solving Problems
Information OrderingAI-Vulnerable

Protective Factors

Higher values indicate stronger protection against AI displacement

Loan Counselors

26%

total discount

Credit Counselors

29%

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.

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.

Wage Comparison

Credit Counselors earns $0(0%) vs Loan Counselors
Loan CounselorsCredit Counselors
10th
$38,980$38,980
25th
$45,420$45,420
Median
$50,480$50,480
75th
$61,760$61,760
90th
$77,920$77,920

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Loan Counselors20282035
Credit Counselors20282035
20242030203520402045

Credit Counselors has a longer runway before significant displacement, projected 0 years later than Loan Counselors.

Risk-Adjusted Salary

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

Loan Counselors

$30,924

from $50,480

Credit Counselors

$32,968

from $50,480

After adjusting for AI risk, Credit Counselors offers $2,044 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Loan

0

Unique to Credit

Combined Protection Strategy

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

Social Intelligence
Creativity
Fine Manipulation
Regulatory Barriers
Loan CounselorsCredit Counselors