Takeover Tracker

vs

90 shared · 11 different

core competencies

30%medium risk
Robotics Engineers

Side-by-Side Comparison

MetricManufacturing Engineering TechnologistsRobotics Engineers
Risk Score34.7%30.4%
Risk TierMedium RiskMedium Risk
Risk Percentile65th41th
Tasks at Risk (>50%)7 / 155 / 15
Median Salary$77,390$117,750
Employment64K151K

Skill Comparison

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Sorted by largest difference

Computers and Electronics
Production and Processing
Design
Interacting With Computers
Controlling Machines and Processes
Thinking Creatively
Repairing and Maintaining Electronic Equipment
Originality
Time Management
Administration and Management
Finger Dexterity

Protective Factors

Higher values indicate stronger protection against AI displacement

Manufacturing Engineering Technologists

33%

total discount

Robotics Engineers

35%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Manufacturing Engineering Technologists

7 of 15 at risk
86%Verify weights, measurements, counts, or calculations and record results on batch records.
85%Estimate manufacturing costs.
84%Plan, estimate, or schedule production work.
75%Ensure adherence to safety rules and practices.
53%Develop or maintain programs associated with automated production equipment.

Robotics Engineers

5 of 15 at risk
88%Create back-ups of robot programs or parameters.
57%Design robotic systems, such as automatic vehicle control, autonomous vehicles, advanced displays, advanced sensing, robotic platforms, computer vision, or telematics systems.
55%Process or interpret signals or sensor data.
54%Design software to control robotic systems for applications, such as military defense or manufacturing.
52%Debug robotics programs.

Wage Comparison

Robotics Engineers earns +$40,360(+52%) vs Manufacturing Engineering Technologists
Manufacturing Engineering TechnologistsRobotics 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

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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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