Takeover Tracker
48%medium risk
File Clerks
vs

42 shared · 7 different

core competencies

39%medium risk
Library Technicians

Side-by-Side Comparison

MetricFile ClerksLibrary Technicians
Risk Score48.0%39.4%
Risk TierMedium RiskMedium Risk
Risk Percentile95th79th
Tasks at Risk (>50%)9 / 155 / 15
Median Salary$41,270$39,970
Employment79K74K

Skill Comparison

|

Sorted by largest difference

Performing for or Working Directly with the Public
Clerical
Customer and Personal Service
Category Flexibility
Near Vision
Performing Administrative Activities
Learning Strategies

Protective Factors

Higher values indicate stronger protection against AI displacement

File Clerks

27%

total discount

Library Technicians

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

File Clerks

9 of 15 at risk
88%Sort or classify information according to guidelines, such as content, purpose, user criteria, or chronological, alphabetical, or numerical order.
88%Keep records of materials filed or removed, using logbooks or computers and generate computerized reports.
86%Complete general financial activities, such as processing accounts payable, reviewing invoices, collecting cash payments, or issuing receipts.
86%Add new material to file records or create new records as necessary.
86%Track materials removed from files to ensure that borrowed files are returned.

Library Technicians

5 of 15 at risk
87%Reserve, circulate, renew, and discharge books and other materials.
87%Enter and update patrons' records on computers.
87%Compile and maintain records relating to circulation, materials, and equipment.
86%Process interlibrary loans for patrons.
84%Issue identification cards to borrowers.

Wage Comparison

Library Technicians earns -$1,300(-3%) vs File Clerks
File ClerksLibrary Technicians
10th
$29,620$27,890
25th
$35,120$33,510
Median
$41,270$39,970
75th
$50,020$49,740
90th
$61,080$60,960

Premium Head-to-Head Analysis

Displacement Timeline Comparison

File Clerks20282035
Library Technicians20282035
20242030203520402045

Library Technicians has a longer runway before significant displacement, projected 0 years later than File Clerks.

Risk-Adjusted Salary

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

File Clerks

$21,469

from $41,270

Library Technicians

$24,242

from $39,970

After adjusting for AI risk, Library Technicians offers $2,773 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to File

0

Unique to Library

Combined Protection Strategy

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

Regulatory Barriers
Creativity
Social Intelligence
Decision Complexity
File ClerksLibrary Technicians