Takeover Tracker

30%medium risk
Robotics Engineers
vs

85 shared · 16 different

core competencies

Side-by-Side Comparison

MetricRobotics EngineersManufacturing Engineers
Risk Score30.4%32.5%
Risk TierMedium RiskMedium Risk
Risk Percentile41th53th
Tasks at Risk (>50%)5 / 157 / 15
Median Salary$117,750$117,750
Employment151K151K

Skill Comparison

|

Sorted by largest difference

Repairing and Maintaining Electronic Equipment
Controlling Machines and Processes
Thinking Creatively
Updating and Using Relevant Knowledge
Computers and Electronics
Production and Processing
Design
Finger Dexterity
Scheduling Work and Activities
Management of Material Resources
Engineering and Technology
Physics

Protective Factors

Higher values indicate stronger protection against AI displacement

Robotics Engineers

35%

total discount

Manufacturing Engineers

33%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Manufacturing Engineers

7 of 15 at risk
86%Prepare documentation for new manufacturing processes or engineering procedures.
86%Evaluate manufactured products according to specifications and quality standards.
73%Prepare reports summarizing information or trends related to manufacturing performance.
51%Investigate or resolve operational problems, such as material use variances or bottlenecks.
51%Review product designs for manufacturability or completeness.

Wage Comparison

Manufacturing Engineers earns $0(0%) vs Robotics Engineers
Robotics EngineersManufacturing Engineers
10th
$62,840$62,840
25th
$85,750$85,750
Median
$117,750$117,750
75th
$152,670$152,670
90th
$183,510$183,510

Unlock the Complete Head-to-Head Analysis

Subscribe to both occupations to unlock exclusive comparison data you can't get anywhere else.

Head-to-head task automation timeline
"Which is right for me?" personalized recommendation
Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
PDF export of full comparison
Robotics Engineers: Not yetManufacturing Engineers: Not yet