Takeover Tracker

vs

55 shared · 19 different

core competencies

Side-by-Side Comparison

MetricComputer Hardware EngineersMechatronics Engineers
Risk Score34.6%36.3%
Risk TierMedium RiskMedium Risk
Risk Percentile65th70th
Tasks at Risk (>50%)8 / 157 / 15
Median Salary$155,020$117,750
Employment76K151K

Skill Comparison

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Sorted by largest difference

Mechanical
Repairing and Maintaining Electronic Equipment
Production and Processing
Computers and Electronics
Identifying Objects, Actions, and Events
Processing Information
Controlling Machines and Processes
Interpreting the Meaning of Information for Others
Evaluating Information to Determine Compliance with Standards
Interacting With Computers
Analyzing Data or Information
Technology DesignAI-Augmented

Protective Factors

Higher values indicate stronger protection against AI displacement

Computer Hardware Engineers

29%

total discount

Mechatronics Engineers

29%

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.

Mechatronics Engineers

7 of 15 at risk
87%Maintain technical project files.
87%Publish engineering reports documenting design details or qualification test results.
85%Monitor or calibrate automated systems, industrial control systems, or system components to maximize efficiency of production.
85%Create mechanical design documents for parts, assemblies, or finished products.
53%Research, select, or apply sensors, communication technologies, or control devices for motion control, position sensing, pressure sensing, or electronic communication.

Wage Comparison

Mechatronics Engineers earns -$37,270(-24%) vs Computer Hardware Engineers
Computer Hardware EngineersMechatronics Engineers
10th
$85,430$62,840
25th
$115,500$85,750
Median
$155,020$117,750
75th
$185,380$152,670
90th
$223,820$183,510

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Head-to-head task automation timeline
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Career transition paths from each job
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