Takeover Tracker
35%medium risk
Credit Counselors
vs

47 shared · 15 different

core competencies

39%medium risk
Customer Service Representatives

Side-by-Side Comparison

MetricCredit CounselorsCustomer Service Representatives
Risk Score34.7%39.0%
Risk TierMedium RiskMedium Risk
Risk Percentile65th78th
Tasks at Risk (>50%)8 / 1510 / 15
Median Salary$50,480$42,830
Employment28K2.7M

Skill Comparison

|

Sorted by largest difference

Getting Information
WritingAI-Augmented
Number Facility
Provide Consultation and Advice to Others
Judging the Qualities of Things, Services, or People
Systems Evaluation
Documenting/Recording Information
Computers and Electronics
Developing Objectives and Strategies
Mathematical Reasoning
Resolving Conflicts and Negotiating with Others
Written Comprehension

Protective Factors

Higher values indicate stronger protection against AI displacement

Credit Counselors

29%

total discount

Customer Service Representatives

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.

Customer Service Representatives

10 of 15 at risk
87%Compare disputed merchandise with original requisitions and information from invoices and prepare invoices for returned goods.
86%Determine charges for services requested, collect deposits or payments, or arrange for billing.
85%Check to ensure that appropriate changes were made to resolve customers' problems.
80%Order tests that could determine the causes of product malfunctions.
71%Review insurance policy terms to determine whether a particular loss is covered by insurance.

Wage Comparison

Customer Service Representatives earns -$7,650(-15%) vs Credit Counselors
Credit CounselorsCustomer Service Representatives
10th
$38,980$30,690
25th
$45,420$35,970
Median
$50,480$42,830
75th
$61,760$50,140
90th
$77,920$62,730

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Credit Counselors2028–2035
Customer Service Representatives2028–2035
20242030203520402045

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

Risk-Adjusted Salary

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

Credit Counselors

$32,968

from $50,480

Customer Service Representatives

$26,109

from $42,830

After adjusting for AI risk, Credit Counselors offers $6,859 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Credit

0

Unique to Customer

Combined Protection Strategy

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

Fine Manipulation
Creativity
Regulatory Barriers
Decision Complexity
Credit CounselorsCustomer Service Representatives
Find transitions from Credit CounselorsFind transitions from Customer Service Representatives