File Clerks vs Library Assistants, Clerical AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

File Clerks

40 shared · 7 different

core competencies

medium risk

Library Assistants, Clerical

Side-by-Side Comparison

Metric	File Clerks	Library Assistants, Clerical
Risk Score	48.0%	47.2%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	95th	95th
Tasks at Risk (>50%)	9 / 15	10 / 15
Median Salary	$41,270	$36,010
Employment	79K	80K

Skill Comparison

Sorted by largest difference

Performing for or Working Directly with the Public

Monitor Processes, Materials, or Surroundings

Clerical

Category Flexibility

Updating and Using Relevant Knowledge

Getting Information

Near Vision

Protective Factors

Higher values indicate stronger protection against AI displacement

File Clerks

27%

total discount

Library Assistants, Clerical

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 Assistants, Clerical

10 of 15 at risk

86%Enter and update patrons' records on computers.

86%Answer routine inquiries and refer patrons in need of professional assistance to librarians.

86%Maintain records of items received, stored, issued, and returned and file catalog cards according to system used.

86%Register new patrons and issue borrower identification cards that permit patrons to borrow books and other materials.

84%Manage reserve materials by placing items on reserve for library patrons, checking items in and out of library, and removing out-dated items.

Wage Comparison

Library Assistants, Clerical earns -$5,260(-13%) vs File Clerks

File ClerksLibrary Assistants, Clerical

10th

$29,620$25,090

25th

$35,120$30,190

Median

$41,270$36,010

75th

$50,020$44,200

90th

$61,080$52,790

Premium Head-to-Head Analysis

Displacement Timeline Comparison

File Clerks2028–2035

Library Assistants, Clerical2028–2035

20242030203520402045

Library Assistants, Clerical 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 Assistants, Clerical

$19,028

from $36,010

After adjusting for AI risk, File Clerks offers $2,441 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to File

Unique to Library

Combined Protection Strategy

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

Regulatory Barriers

Creativity

Fine Manipulation

Social Intelligence

File ClerksLibrary Assistants, Clerical

Find transitions from File Clerks Find transitions from Library Assistants, Clerical