Takeover Tracker
35%medium risk
Computer Hardware Engineers
vs

70 shared · 10 different

core competencies

33%medium risk
Electronics Engineers, Except Computer

Side-by-Side Comparison

MetricComputer Hardware EngineersElectronics Engineers, Except Computer
Risk Score34.6%33.2%
Risk TierMedium RiskMedium Risk
Risk Percentile65th58th
Tasks at Risk (>50%)8 / 157 / 15
Median Salary$155,020$127,590
Employment76K94K

Skill Comparison

|

Sorted by largest difference

Mechanical
Design
Inspecting Equipment, Structures, or Material
MathematicsAI-Vulnerable
NegotiationAI-Resistant
Mathematical Reasoning
Visual Color Discrimination
Interpreting the Meaning of Information for Others
Communicating with Persons Outside Organization
Quality Control Analysis

Protective Factors

Higher values indicate stronger protection against AI displacement

Computer Hardware Engineers

29%

total discount

Electronics Engineers, Except Computer

32%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Computer Hardware Engineers

8 of 15 at risk
73%Write detailed functional specifications that document the hardware development process and support hardware introduction.
66%Store, retrieve, and manipulate data for analysis of system capabilities and requirements.
53%Evaluate factors such as reporting formats required, cost constraints, and need for security restrictions to determine hardware configuration.
51%Design and develop computer hardware and support peripherals, including central processing units (CPUs), support logic, microprocessors, custom integrated circuits, and printers and disk drives.
51%Analyze information to determine, recommend, and plan layout, including type of computers and peripheral equipment modifications.

Electronics Engineers, Except Computer

7 of 15 at risk
78%Inspect electronic equipment, instruments, products, or systems to ensure conformance to specifications, safety standards, or applicable codes or regulations.
73%Prepare documentation containing information such as confidential descriptions or specifications of proprietary hardware or software, product development or introduction schedules, product costs, or information about product performance weaknesses.
70%Prepare, review, or maintain maintenance schedules, design documentation, or operational reports or charts.
52%Design electronic components, software, products, or systems for commercial, industrial, medical, military, or scientific applications.
52%Analyze electronics system requirements, capacity, cost, or customer needs to determine project feasibility.

Wage Comparison

Electronics Engineers, Except Computer earns -$27,430(-18%) vs Computer Hardware Engineers
Computer Hardware EngineersElectronics Engineers, Except Computer
10th
$85,430$79,390
25th
$115,500$98,920
Median
$155,020$127,590
75th
$185,380$164,000
90th
$223,820$199,060

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Computer Hardware Engineers2028–2035
Electronics Engineers, Except Computer2028–2035
20242030203520402045

Electronics Engineers, Except Computer has a longer runway before significant displacement, projected 0 years later than Computer Hardware Engineers.

Risk-Adjusted Salary

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

Computer Hardware Engineers

$101,368

from $155,020

Electronics Engineers, Except Computer

$85,230

from $127,590

After adjusting for AI risk, Computer Hardware Engineers offers $16,137 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Computer

0

Unique to Electronics

Combined Protection Strategy

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

Fine Manipulation
Creativity
Social Intelligence
Regulatory Barriers
Computer Hardware EngineersElectronics Engineers, Except Computer
Find transitions from Computer Hardware EngineersFind transitions from Electronics Engineers, Except Computer