Takeover Tracker
28%medium risk
Robotics Technicians
vs

72 shared · 19 different

core competencies

30%medium risk
Automotive Engineering Technicians

Side-by-Side Comparison

MetricRobotics TechniciansAutomotive Engineering Technicians
Risk Score28.5%29.7%
Risk TierMedium RiskMedium Risk
Risk Percentile31th37th
Tasks at Risk (>50%)6 / 156 / 15
Median Salary$70,760$68,730
Employment15K37K

Skill Comparison

|

Sorted by largest difference

Repairing and Maintaining Electronic Equipment
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Identifying Objects, Actions, and Events
Troubleshooting
Manual DexterityAI-Resistant
Repairing
Equipment MaintenanceAI-Resistant
Operating Vehicles, Mechanized Devices, or Equipment
Finger Dexterity
Provide Consultation and Advice to Others
Visual Color Discrimination
Control Precision

Protective Factors

Higher values indicate stronger protection against AI displacement

Robotics Technicians

31%

total discount

Automotive Engineering Technicians

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Robotics Technicians

6 of 15 at risk
87%Maintain service records of robotic equipment or automated production systems.
62%Build or assemble robotic devices or systems.
57%Develop robotic path motions to maximize efficiency, safety, and quality.
55%Program complex robotic systems, such as vision systems.
53%Evaluate the efficiency and reliability of industrial robotic systems, reprogramming or calibrating to achieve maximum quantity and quality.

Automotive Engineering Technicians

6 of 15 at risk
86%Order new test equipment, supplies, or replacement parts.
85%Monitor computer-controlled test equipment, according to written or verbal instructions.
69%Read and interpret blueprints, schematics, work specifications, drawings, or charts.
63%Document test results, using cameras, spreadsheets, documents, or other tools.
53%Perform or execute manual or automated tests of automotive system or component performance, efficiency, or durability.

Wage Comparison

Automotive Engineering Technicians earns -$2,030(-3%) vs Robotics Technicians
Robotics TechniciansAutomotive Engineering Technicians
10th
$47,770$46,940
25th
$58,570$57,330
Median
$70,760$68,730
75th
$87,320$82,980
90th
$109,580$100,890

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Robotics Technicians2028–2035
Automotive Engineering Technicians2028–2035
20242030203520402045

Robotics Technicians has a longer runway before significant displacement, projected 0 years later than Automotive Engineering Technicians.

Risk-Adjusted Salary

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

Robotics Technicians

$50,608

from $70,760

Automotive Engineering Technicians

$48,324

from $68,730

After adjusting for AI risk, Robotics Technicians offers $2,283 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Robotics

0

Unique to Automotive

Combined Protection Strategy

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

Fine Manipulation
Regulatory Barriers
Creativity
Decision Complexity
Robotics TechniciansAutomotive Engineering Technicians
Find transitions from Robotics TechniciansFind transitions from Automotive Engineering Technicians