Takeover Tracker
40%medium risk
Bill and Account Collectors
vs

41 shared · 11 different

core competencies

51%high risk
License Clerks

Side-by-Side Comparison

MetricBill and Account CollectorsLicense Clerks
Risk Score39.9%51.1%
Risk TierMedium RiskHigh Risk
Risk Percentile81th98th
Tasks at Risk (>50%)8 / 1513 / 15
Median Salary$46,040$47,700
Employment165K170K

Skill Comparison

|

Sorted by largest difference

Performing for or Working Directly with the Public
Organizing, Planning, and Prioritizing Work
PersuasionAI-Resistant
Clerical
Economics and Accounting
Documenting/Recording Information
Resolving Conflicts and Negotiating with Others
Administration and Management
Speaking
NegotiationAI-Resistant
MathematicsAI-Vulnerable

Protective Factors

Higher values indicate stronger protection against AI displacement

Bill and Account Collectors

26%

total discount

License Clerks

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

License Clerks

13 of 15 at risk
88%Collect prescribed fees for licenses.
88%Question applicants to obtain required information, such as name, address, or age, and record data on prescribed forms.
88%Maintain records of applications made or licensing fees collected.
86%Perform routine data entry or other office support activities, including creating, sorting, photocopying, distributing, or filing documents.
70%Prepare bank deposits and take deposits to banks.

Wage Comparison

License Clerks earns +$1,660(+4%) vs Bill and Account Collectors
Bill and Account CollectorsLicense Clerks
10th
$33,960$34,860
25th
$38,290$39,730
Median
$46,040$47,700
75th
$54,990$59,590
90th
$65,830$72,370

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Bill and Account Collectors2028–2035
License Clerks2028–2035
20242030203520402045

Bill and Account Collectors has a longer runway before significant displacement, projected 0 years later than License Clerks.

Risk-Adjusted Salary

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

Bill and Account Collectors

$27,684

from $46,040

License Clerks

$23,349

from $47,700

After adjusting for AI risk, Bill and Account Collectors offers $4,335 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Bill

0

Unique to License

Combined Protection Strategy

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

Social Intelligence
Fine Manipulation
Creativity
Regulatory Barriers
Bill and Account CollectorsLicense Clerks
Find transitions from Bill and Account CollectorsFind transitions from License Clerks