Takeover Tracker
30%medium risk
Automotive Engineering Technicians
vs

65 shared · 22 different

core competencies

37%medium risk
Environmental Engineering Technicians

Side-by-Side Comparison

MetricAutomotive Engineering TechniciansEnvironmental Engineering Technicians
Risk Score29.7%36.6%
Risk TierMedium RiskMedium Risk
Risk Percentile37th71th
Tasks at Risk (>50%)6 / 157 / 15
Median Salary$68,730$58,890
Employment37K13K

Skill Comparison

|

Sorted by largest difference

Repairing and Maintaining Electronic Equipment
Computers and Electronics
Repairing and Maintaining Mechanical Equipment
Handling and Moving Objects
Mechanical
Controlling Machines and Processes
Interacting With Computers
Engineering and Technology
Updating and Using Relevant Knowledge
Transportation
Thinking Creatively
Active LearningAI-Augmented

Protective Factors

Higher values indicate stronger protection against AI displacement

Automotive Engineering Technicians

30%

total discount

Environmental Engineering Technicians

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Environmental Engineering Technicians

7 of 15 at risk
87%Maintain project logbook records or computer program files.
86%Produce environmental assessment reports, tabulating data and preparing charts, graphs, or sketches.
70%Review technical documents to ensure completeness and conformance to requirements.
69%Record laboratory or field data, including numerical data, test results, photographs, or summaries of visual observations.
62%Inspect facilities to monitor compliance with regulations governing substances such as asbestos, lead, or wastewater.

Wage Comparison

Environmental Engineering Technicians earns -$9,840(-14%) vs Automotive Engineering Technicians
Automotive Engineering TechniciansEnvironmental Engineering Technicians
10th
$46,940$39,670
25th
$57,330$48,250
Median
$68,730$58,890
75th
$82,980$75,290
90th
$100,890$92,280

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Automotive Engineering Technicians2028–2035
Environmental Engineering Technicians2028–2035
20242030203520402045

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

Risk-Adjusted Salary

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

Automotive Engineering Technicians

$48,324

from $68,730

Environmental Engineering Technicians

$37,330

from $58,890

After adjusting for AI risk, Automotive Engineering Technicians offers $10,994 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Automotive

0

Unique to Environmental

Combined Protection Strategy

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

Fine Manipulation
Social Intelligence
Creativity
Regulatory Barriers
Automotive Engineering TechniciansEnvironmental Engineering Technicians
Find transitions from Automotive Engineering TechniciansFind transitions from Environmental Engineering Technicians