Takeover Tracker
19%low risk
Merchandise Displayers and Window Trimmers
vs

43 shared · 15 different

core competencies

39%medium risk
Library Technicians

Side-by-Side Comparison

MetricMerchandise Displayers and Window TrimmersLibrary Technicians
Risk Score19.5%39.4%
Risk TierLow RiskMedium Risk
Risk Percentile5th79th
Tasks at Risk (>50%)6 / 155 / 15
Median Salary$37,350$39,970
Employment192K74K

Skill Comparison

|

Sorted by largest difference

Clerical
Handling and Moving Objects
Thinking Creatively
Performing General Physical Activities
Fluency of Ideas
Documenting/Recording Information
Organizing, Planning, and Prioritizing Work
Administration and Management
Trunk Strength
Education and Training
Interacting With Computers
Developing and Building Teams

Protective Factors

Higher values indicate stronger protection against AI displacement

Merchandise Displayers and Window Trimmers

31%

total discount

Library Technicians

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Merchandise Displayers and Window Trimmers

6 of 15 at risk
88%Use computers to produce signage.
84%Store, pack, and maintain inventory records of props, products, or display items.
55%Develop ideas or plans for merchandise displays or window decorations.
54%Prepare sketches, floor plans, or models of proposed displays.
53%Select themes, lighting, colors, or props to be used.

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 +$2,620(+7%) vs Merchandise Displayers and Window Trimmers
Merchandise Displayers and Window TrimmersLibrary Technicians
10th
$30,050$27,890
25th
$33,580$33,510
Median
$37,350$39,970
75th
$44,750$49,740
90th
$53,800$60,960

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Merchandise Displayers and Window Trimmers2028–2035
Library Technicians2028–2035
20242030203520402045

Merchandise Displayers and Window Trimmers has a longer runway before significant displacement, projected 0 years later than Library Technicians.

Risk-Adjusted Salary

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

Merchandise Displayers and Window Trimmers

$30,074

from $37,350

Library Technicians

$24,242

from $39,970

After adjusting for AI risk, Merchandise Displayers and Window Trimmers offers $5,832 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Merchandise

0

Unique to Library

Combined Protection Strategy

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

Creativity
Fine Manipulation
Social Intelligence
Decision Complexity
Merchandise Displayers and Window TrimmersLibrary Technicians
Find transitions from Merchandise Displayers and Window TrimmersFind transitions from Library Technicians