Takeover Tracker

33%medium risk
Interior Designers
vs

54 shared · 31 different

core competencies

Side-by-Side Comparison

MetricInterior DesignersSolar Energy Systems Engineers
Risk Score33.3%33.9%
Risk TierMedium RiskMedium Risk
Risk Percentile59th62th
Tasks at Risk (>50%)5 / 155 / 13
Median Salary$63,490$117,750
Employment70K151K

Skill Comparison

|

Sorted by largest difference

Design
Customer and Personal Service
Thinking Creatively
Engineering and Technology
Coordinating the Work and Activities of Others
Communicating with Persons Outside Organization
Visual Color Discrimination
Selling or Influencing Others
Organizing, Planning, and Prioritizing Work
Establishing and Maintaining Interpersonal Relationships
Public Safety and Security
Visualization

Protective Factors

Higher values indicate stronger protection against AI displacement

Interior Designers

33%

total discount

Solar Energy Systems Engineers

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Interior Designers

5 of 15 at risk
84%Research health and safety code requirements to inform design.
78%Review and detail shop drawings for construction plans.
78%Subcontract fabrication, installation, and arrangement of carpeting, fixtures, accessories, draperies, paint and wall coverings, art work, furniture, and related items.
75%Use computer-aided drafting (CAD) and related software to produce construction documents.
53%Research and explore the use of new materials, technologies, and products to incorporate into designs.

Solar Energy Systems Engineers

5 of 13 at risk
86%Create checklists for review or inspection of completed solar installation projects.
84%Create electrical single-line diagrams, panel schedules, or connection diagrams for solar electric systems, using computer-aided design (CAD) software.
51%Design or coordinate design of photovoltaic (PV) or solar thermal systems, including system components, for residential and commercial buildings.
51%Perform computer simulation of solar photovoltaic (PV) generation system performance or energy production to optimize efficiency.
51%Develop standard operation procedures and quality or safety standards for solar installation work.

Wage Comparison

Solar Energy Systems Engineers earns +$54,260(+85%) vs Interior Designers
Interior DesignersSolar Energy Systems Engineers
10th
$38,480$62,840
25th
$49,770$85,750
Median
$63,490$117,750
75th
$80,830$152,670
90th
$106,090$183,510

Unlock the Complete Head-to-Head Analysis

Subscribe to both occupations to unlock exclusive comparison data you can't get anywhere else.

Head-to-head task automation timeline
"Which is right for me?" personalized recommendation
Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
PDF export of full comparison
Interior Designers: Not yetSolar Energy Systems Engineers: Not yet