Takeover Tracker

37%medium risk
Loan Officers
vs

52 shared · 14 different

core competencies

Side-by-Side Comparison

MetricLoan OfficersEligibility Interviewers, Government Programs
Risk Score36.6%40.8%
Risk TierMedium RiskMedium Risk
Risk Percentile71th83th
Tasks at Risk (>50%)7 / 1510 / 15
Median Salary$74,180$51,500
Employment291K156K

Skill Comparison

|

Sorted by largest difference

Economics and Accounting
Selling or Influencing Others
Provide Consultation and Advice to Others
MathematicsAI-Vulnerable
Number Facility
Making Decisions and Solving Problems
Coordinating the Work and Activities of Others
Law and Government
Resolving Conflicts and Negotiating with Others
Judgment and Decision MakingAI-Augmented
Mathematical Reasoning
Psychology

Protective Factors

Higher values indicate stronger protection against AI displacement

Loan Officers

29%

total discount

Eligibility Interviewers, Government Programs

29%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Loan Officers

7 of 15 at risk
89%Compute payment schedules.
87%Submit applications to credit analysts for verification and recommendation.
86%Review loan agreements to ensure that they are complete and accurate according to policy.
86%Review and update credit and loan files.
65%Obtain and compile copies of loan applicants' credit histories, corporate financial statements, and other financial information.

Eligibility Interviewers, Government Programs

10 of 15 at risk
88%Schedule benefits claimants for adjudication interviews to address questions of eligibility.
86%Keep records of assigned cases, and prepare required reports.
86%Monitor the payments of benefits throughout the duration of a claim.
86%Prepare applications and forms for applicants for such purposes as school enrollment, employment, and medical services.
84%Check with employers or other references to verify answers and obtain further information.

Wage Comparison

Eligibility Interviewers, Government Programs earns -$22,680(-31%) vs Loan Officers
Loan OfficersEligibility Interviewers, Government Programs
10th
$38,490$37,690
25th
$50,460$43,850
Median
$74,180$51,500
75th
$101,920$61,680
90th
$145,780$72,280

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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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