medium risk
Computer Hardware Engineersvs
43 shared · 20 different
core competencies
medium risk
Software Developers, Systems SoftwareSide-by-Side Comparison
Computer Hardware Engineers leads 3–1| Metric | Computer Hardware Engineers | Software Developers, Systems Software |
|---|---|---|
| Risk Score | 34.6% | 35.4% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 65th | 67th |
| Tasks at Risk (>50%) | 8 / 15 | 6 / 15 |
| Median Salary | $155,020 | N/A |
| Employment | 76K | N/A |
Skill Comparison
|
Sorted by largest difference
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Design
Physics
Engineering and Technology
Interpreting the Meaning of Information for Others
Evaluating Information to Determine Compliance with Standards
Processing Information
Monitor Processes, Materials, or Surroundings
MathematicsAI-Vulnerable
Estimating the Quantifiable Characteristics of Products, Events, or Information
Judging the Qualities of Things, Services, or People
Systems Evaluation
Protective Factors
Higher values indicate stronger protection against AI displacement
Computer Hardware Engineers
29%
total discount
Software Developers, Systems Software
28%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Computer Hardware Engineers
8 of 15 at risk73%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.
Software Developers, Systems Software
6 of 15 at risk86%Monitor functioning of equipment to ensure system operates in conformance with specifications.
85%Coordinate installation of software system.
69%Prepare reports or correspondence concerning project specifications, activities, or status.
66%Store, retrieve, and manipulate data for analysis of system capabilities and requirements.
55%Design or develop software systems, using scientific analysis and mathematical models to predict and measure outcome and consequences of design.
Wage Comparison
Computer Hardware EngineersSoftware Developers, Systems Software
10th
$85,430N/A
25th
$115,500N/A
Median
$155,020N/A
75th
$185,380N/A
90th
$223,820N/A
Premium Head-to-Head Analysis
Displacement Timeline Comparison
Computer Hardware Engineers2028–2035
Software Developers, Systems Software2028–2035
20242030203520402045
Computer Hardware Engineers has a longer runway before significant displacement, projected 0 years later than Software Developers, Systems Software.
Transition Feasibility
1%
Skill Overlap
Low overlap — significant retraining needed for transition
0
Unique to Computer
0
Unique to Software
Combined Protection Strategy
Regardless of which path you choose, focus on these protective factors
Fine Manipulation
Creativity
Decision Complexity
Social Intelligence
Computer Hardware EngineersSoftware Developers, Systems Software