Set and Exhibit Designers vs Fabric and Apparel Patternmakers AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Set and Exhibit Designers

60 shared · 31 different

core competencies

medium risk

Fabric and Apparel Patternmakers

Side-by-Side Comparison

Set and Exhibit Designers leads 4–1

Metric	Set and Exhibit Designers	Fabric and Apparel Patternmakers
Risk Score	31.0%	41.6%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	44th	84th
Tasks at Risk (>50%)	5 / 15	13 / 15
Median Salary	$66,280	$67,670
Employment	11K	3K

Skill Comparison

Sorted by largest difference

Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment

Scheduling Work and Activities

Monitoring and Controlling Resources

Thinking Creatively

Organizing, Planning, and Prioritizing Work

Coordinating the Work and Activities of Others

Guiding, Directing, and Motivating Subordinates

Resolving Conflicts and Negotiating with Others

Making Decisions and Solving Problems

Performing Administrative Activities

Updating and Using Relevant Knowledge

Developing and Building Teams

Protective Factors

Higher values indicate stronger protection against AI displacement

Set and Exhibit Designers

35%

total discount

Fabric and Apparel Patternmakers

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Set and Exhibit Designers

5 of 15 at risk

59%Research architectural and stylistic elements appropriate to the time period to be depicted, consulting experts for information as necessary.

53%Develop set designs based on evaluation of scripts, budgets, research information, and available locations.

52%Examine objects to be included in exhibits in order to plan where and how to display them.

51%Prepare rough drafts and scale working drawings of sets, including floor plans, scenery, and properties to be constructed.

51%Select set props such as furniture, pictures, lamps, and rugs.

Fabric and Apparel Patternmakers

13 of 15 at risk

87%Input specifications into computers to assist with pattern design and pattern cutting.

86%Create a master pattern for each size within a range of garment sizes, using charts, drafting instruments, computers, or grading devices.

85%Mark samples and finished patterns with information, such as garment size, section, style, identification, and sewing instructions.

84%Draw details on outlined parts to indicate where parts are to be joined, as well as the positions of pleats, pockets, buttonholes, and other features, using computers or drafting instruments.

84%Create design specifications to provide instructions on garment sewing and assembly.

Wage Comparison

Fabric and Apparel Patternmakers earns +$1,390(+2%) vs Set and Exhibit Designers

Set and Exhibit DesignersFabric and Apparel Patternmakers

10th

$35,990$34,590

25th

$48,920$44,110

Median

$66,280$67,670

75th

$100,020$91,080

90th

$129,420$112,540

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Set and Exhibit Designers2028–2035

Fabric and Apparel Patternmakers2028–2035

20242030203520402045

Set and Exhibit Designers has a longer runway before significant displacement, projected 0 years later than Fabric and Apparel Patternmakers.

Risk-Adjusted Salary

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

Set and Exhibit Designers

$45,760

from $66,280

Fabric and Apparel Patternmakers

$39,533

from $67,670

After adjusting for AI risk, Set and Exhibit Designers offers $6,227 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Set

Unique to Fabric

Combined Protection Strategy

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

Creativity

Social Intelligence

Regulatory Barriers

Decision Complexity

Set and Exhibit DesignersFabric and Apparel Patternmakers

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