Side-by-Side Comparison
Curators leads 4–1| Metric | Curators | Historians |
|---|---|---|
| Risk Score | 31.1% | 33.9% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 44th | 62th |
| Tasks at Risk (>50%) | 6 / 15 | 7 / 15 |
| Median Salary | $61,770 | $74,050 |
| Employment | 12K | 3K |
Skill Comparison
|
Sorted by largest difference
Handling and Moving Objects
Fine Arts
Guiding, Directing, and Motivating Subordinates
Systems Evaluation
Far Vision
Systems AnalysisAI-Augmented
Judging the Qualities of Things, Services, or People
English Language
Inspecting Equipment, Structures, or Material
Organizing, Planning, and Prioritizing Work
Training and Teaching Others
Monitor Processes, Materials, or Surroundings
Protective Factors
Higher values indicate stronger protection against AI displacement
Curators
32%
total discount
Historians
28%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Curators
6 of 15 at risk84%Schedule events and organize details, including refreshment, entertainment, decorations, and the collection of any fees.
80%Arrange insurance coverage for objects on loan or for special exhibits and recommend changes in coverage for the entire collection.
72%Develop and maintain an institution's registration, cataloging, and basic record-keeping systems, using computer databases.
53%Plan and conduct special research projects in area of interest or expertise.
51%Plan and organize the acquisition, storage, and exhibition of collections and related materials, including the selection of exhibition themes and designs, and develop or install exhibit materials.
Historians
7 of 15 at risk86%Edit historical society publications.
55%Recommend actions related to historical art, such as which items to add to a collection or which items to display in an exhibit.
53%Present historical accounts in terms of individuals or social, ethnic, political, economic, or geographic groupings.
53%Trace historical development in a particular field, such as social, cultural, political, or diplomatic history.
52%Conduct historical research, and publish or present findings and theories.
Wage Comparison
Historians earns +$12,280(+20%) vs Curators
CuratorsHistorians
10th
$37,110$38,630
25th
$47,270$55,190
Median
$61,770$74,050
75th
$81,350$96,330
90th
$105,520$128,500
Premium Head-to-Head Analysis
Displacement Timeline Comparison
Curators2028–2035
Historians2028–2035
20242030203520402045
Curators has a longer runway before significant displacement, projected 0 years later than Historians.
Risk-Adjusted Salary
Salary weighted by displacement risk: salary × (1 − risk%)
Curators
$42,572
from $61,770
Historians
$48,962
from $74,050
After adjusting for AI risk, Historians offers $6,390 more in risk-adjusted pay.
Transition Feasibility
1%
Skill Overlap
Low overlap — significant retraining needed for transition
0
Unique to Curators
0
Unique to Historians
Combined Protection Strategy
Regardless of which path you choose, focus on these protective factors
Fine Manipulation
Creativity
Social Intelligence
Regulatory Barriers
CuratorsHistorians