Side-by-Side Comparison
Loan Counselors leads 3–2| Metric | Loan Counselors | Credit Analysts |
|---|---|---|
| Risk Score | 38.7% | 42.2% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 77th | 86th |
| Tasks at Risk (>50%) | 8 / 15 | 7 / 11 |
| Median Salary | $50,480 | $80,970 |
| Employment | 28K | 67K |
Skill Comparison
|
Sorted by largest difference
Performing for or Working Directly with the Public
Resolving Conflicts and Negotiating with Others
Making Decisions and Solving Problems
Economics and Accounting
Computers and Electronics
Analyzing Data or Information
Organizing, Planning, and Prioritizing Work
InstructingAI-Resistant
Learning Strategies
Social PerceptivenessAI-Resistant
Communications and Media
Number Facility
Protective Factors
Higher values indicate stronger protection against AI displacement
Loan Counselors
26%
total discount
Credit Analysts
27%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Loan Counselors
8 of 15 at risk87%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 Analysts
7 of 11 at risk88%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 Loan Counselors
Loan 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
Premium Head-to-Head Analysis
Displacement Timeline Comparison
Loan Counselors2028–2035
Credit Analysts2028–2035
20242030203520402045
Loan Counselors 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%)
Loan Counselors
$30,924
from $50,480
Credit Analysts
$46,784
from $80,970
After adjusting for AI risk, Credit Analysts offers $15,860 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
Decision Complexity
Fine Manipulation
Social Intelligence
Creativity
Loan CounselorsCredit Analysts