Takeover Tracker

vs

54 shared · 32 different

core competencies

Side-by-Side Comparison

MetricArchitectural and Engineering ManagersSolar Energy Systems Engineers
Risk Score29.7%33.9%
Risk TierMedium RiskMedium Risk
Risk Percentile37th62th
Tasks at Risk (>50%)3 / 155 / 13
Median Salary$167,740$117,750
Employment210K151K

Skill Comparison

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Sorted by largest difference

Resolving Conflicts and Negotiating with Others
Customer and Personal Service
Administration and Management
Engineering and Technology
Communicating with Supervisors, Peers, or Subordinates
Identifying Objects, Actions, and Events
Computers and Electronics
Processing Information
Coordinating the Work and Activities of Others
Management of Personnel Resources
CoordinationAI-Resistant
MathematicsAI-Vulnerable

Protective Factors

Higher values indicate stronger protection against AI displacement

Architectural and Engineering Managers

34%

total discount

Solar Energy Systems Engineers

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Architectural and Engineering Managers

3 of 15 at risk
84%Perform administrative functions, such as reviewing or writing reports, approving expenditures, enforcing rules, or purchasing of materials or services.
54%Assess project feasibility by analyzing technology, resource needs, or market demand.
52%Review, recommend, or approve contracts or cost estimates.
50%Prepare budgets, bids, or contracts.
49%Develop or implement policies, standards, or procedures for engineering and technical work.

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 -$49,990(-30%) vs Architectural and Engineering Managers
Architectural and Engineering ManagersSolar Energy Systems Engineers
10th
$111,450$62,840
25th
$134,930$85,750
Median
$167,740$117,750
75th
$207,210$152,670
90th
$239,200$183,510

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Architectural and Engineering Managers: Not yetSolar Energy Systems Engineers: Not yet