Takeover Tracker
29%medium risk
Electronics Engineering Technologists
vs

67 shared · 25 different

core competencies

34%medium risk
Solar Energy Systems Engineers

Side-by-Side Comparison

MetricElectronics Engineering TechnologistsSolar Energy Systems Engineers
Risk Score28.7%33.9%
Risk TierMedium RiskMedium Risk
Risk Percentile32th62th
Tasks at Risk (>50%)8 / 155 / 13
Median Salary$77,390$117,750
Employment64K151K

Skill Comparison

|

Sorted by largest difference

Telecommunications
Repairing and Maintaining Electronic Equipment
Computers and Electronics
Interacting With Computers
Building and Construction
Troubleshooting
Inspecting Equipment, Structures, or Material
Finger Dexterity
Documenting/Recording Information
Arm-Hand Steadiness
Handling and Moving Objects
Equipment MaintenanceAI-Resistant

Protective Factors

Higher values indicate stronger protection against AI displacement

Electronics Engineering Technologists

32%

total discount

Solar Energy Systems Engineers

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Electronics Engineering Technologists

8 of 15 at risk
86%Produce electronics drawings or other graphics representing industrial control, instrumentation, sensors, or analog or digital telecommunications networks, using computer-aided design (CAD) software.
84%Specify, coordinate, or conduct quality control or quality assurance programs or procedures.
75%Prepare or maintain design, testing, or operational records and documentation.
59%Assemble circuitry for electronic systems according to engineering instructions, production specifications, or technical manuals.
54%Select electronics equipment, components, or systems to meet functional specifications.

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 +$40,360(+52%) vs Electronics Engineering Technologists
Electronics Engineering TechnologistsSolar Energy Systems Engineers
10th
$47,010$62,840
25th
$59,700$85,750
Median
$77,390$117,750
75th
$97,760$152,670
90th
$114,630$183,510

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Electronics Engineering Technologists2028–2035
Solar Energy Systems Engineers2028–2035
20242030203520402045

Electronics Engineering Technologists has a longer runway before significant displacement, projected 0 years later than Solar Energy Systems Engineers.

Risk-Adjusted Salary

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

Electronics Engineering Technologists

$55,187

from $77,390

Solar Energy Systems Engineers

$77,786

from $117,750

After adjusting for AI risk, Solar Energy Systems Engineers offers $22,599 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Electronics

0

Unique to Solar

Combined Protection Strategy

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

Fine Manipulation
Creativity
Decision Complexity
Social Intelligence
Electronics Engineering TechnologistsSolar Energy Systems Engineers
Find transitions from Electronics Engineering TechnologistsFind transitions from Solar Energy Systems Engineers