Takeover Tracker

37%medium risk
Loan Officers
vs

36 shared · 29 different

core competencies

Side-by-Side Comparison

MetricLoan OfficersBill and Account Collectors
Risk Score36.6%39.9%
Risk TierMedium RiskMedium Risk
Risk Percentile71th81th
Tasks at Risk (>50%)7 / 158 / 15
Median Salary$74,180$46,040
Employment291K165K

Skill Comparison

|

Sorted by largest difference

Performing for or Working Directly with the Public
Sales and Marketing
Provide Consultation and Advice to Others
Updating and Using Relevant Knowledge
Analyzing Data or Information
Establishing and Maintaining Interpersonal Relationships
Communicating with Persons Outside Organization
Making Decisions and Solving Problems
Getting Information
Judgment and Decision MakingAI-Augmented
Processing Information
Coordinating the Work and Activities of Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Loan Officers

29%

total discount

Bill and Account Collectors

26%

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.

Bill and Account Collectors

8 of 15 at risk
88%Receive payments and post amounts paid to customer accounts.
88%Perform various administrative functions for assigned accounts, such as recording address changes and purging the records of deceased customers.
87%Sort and file correspondence and perform miscellaneous clerical duties, such as answering correspondence and writing reports.
86%Locate and monitor overdue accounts, using computers and a variety of automated systems.
85%Notify credit departments, order merchandise repossession or service disconnection, and turn over account records to attorneys when customers fail to respond to collection attempts.

Wage Comparison

Bill and Account Collectors earns -$28,140(-38%) vs Loan Officers
Loan OfficersBill and Account Collectors
10th
$38,490$33,960
25th
$50,460$38,290
Median
$74,180$46,040
75th
$101,920$54,990
90th
$145,780$65,830

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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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