Loan Counselors vs Interviewers, Except Eligibility and Loan AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Loan Counselors

27 shared · 27 different

core competencies

medium risk

Interviewers, Except Eligibility and Loan

Side-by-Side Comparison

Loan Counselors leads 4–0

Metric	Loan Counselors	Interviewers, Except Eligibility and Loan
Risk Score	38.7%	45.8%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	77th	92th
Tasks at Risk (>50%)	8 / 15	8 / 15
Median Salary	$50,480	$43,830
Employment	28K	157K

Skill Comparison

Sorted by largest difference

Evaluating Information to Determine Compliance with Standards

MathematicsAI-Vulnerable

Updating and Using Relevant Knowledge

Number Facility

Interpreting the Meaning of Information for Others

Customer and Personal Service

Performing for or Working Directly with the Public

Mathematical Reasoning

Problem Sensitivity

Deductive Reasoning

Judgment and Decision MakingAI-Augmented

Clerical

Protective Factors

Higher values indicate stronger protection against AI displacement

Loan Counselors

26%

total discount

Interviewers, Except Eligibility and Loan

23%

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.

Interviewers, Except Eligibility and Loan

8 of 15 at risk

87%Review data obtained from interview for completeness and accuracy.

87%Locate and list addresses and households.

85%Perform office duties, such as telemarketing or customer service inquiries, maintaining staff records, billing patients, or receiving payments.

78%Contact individuals to be interviewed at home, place of business, or field location, by telephone, mail, or in person.

64%Perform patient services, such as answering the telephone or assisting patients with financial or medical questions.

Wage Comparison

Interviewers, Except Eligibility and Loan earns -$6,650(-13%) vs Loan Counselors

Loan CounselorsInterviewers, Except Eligibility and Loan

10th

$38,980$31,980

25th

$45,420$37,380

Median

$50,480$43,830

75th

$61,760$50,440

90th

$77,920$60,960

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Loan Counselors2028–2035

Interviewers, Except Eligibility and Loan2028–2035

20242030203520402045

Loan Counselors has a longer runway before significant displacement, projected 0 years later than Interviewers, Except Eligibility and Loan.

Risk-Adjusted Salary

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

Loan Counselors

$30,924

from $50,480

Interviewers, Except Eligibility and Loan

$23,778

from $43,830

After adjusting for AI risk, Loan Counselors offers $7,146 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Loan

Unique to Interviewers,

Combined Protection Strategy

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

Decision Complexity

Creativity

Social Intelligence

Fine Manipulation

Loan CounselorsInterviewers, Except Eligibility and Loan

Find transitions from Loan Counselors Find transitions from Interviewers, Except Eligibility and Loan