Takeover Tracker
30%medium risk
Automotive Engineering Technicians
vs

68 shared · 19 different

core competencies

29%medium risk
Geothermal Technicians

Side-by-Side Comparison

MetricAutomotive Engineering TechniciansGeothermal Technicians
Risk Score29.7%28.6%
Risk TierMedium RiskMedium Risk
Risk Percentile37th32th
Tasks at Risk (>50%)6 / 156 / 15
Median Salary$68,730$48,640
Employment37K184K

Skill Comparison

|

Sorted by largest difference

Engineering and Technology
Repairing and Maintaining Electronic Equipment
Computers and Electronics
Customer and Personal Service
Identifying Objects, Actions, and Events
Assisting and Caring for Others
Interacting With Computers
Auditory Attention
MathematicsAI-Vulnerable
Inspecting Equipment, Structures, or Material
Operation Monitoring
English Language

Protective Factors

Higher values indicate stronger protection against AI displacement

Automotive Engineering Technicians

30%

total discount

Geothermal Technicians

29%

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.

Geothermal Technicians

6 of 15 at risk
88%Collect and record data associated with operating geothermal power plants or well fields.
86%Adjust power production systems to meet load and distribution demands.
86%Prepare and maintain logs, reports, or other documentation of work performed.
84%Monitor and adjust operations of geothermal power plant equipment or systems.
55%Determine whether emergency or auxiliary systems will be needed to keep properties heated or cooled in extreme weather conditions.

Wage Comparison

Geothermal Technicians earns -$20,090(-29%) vs Automotive Engineering Technicians
Automotive Engineering TechniciansGeothermal Technicians
10th
$46,940$35,270
25th
$57,330$40,700
Median
$68,730$48,640
75th
$82,980$61,090
90th
$100,890$77,150

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Automotive Engineering Technicians2028–2035
Geothermal Technicians2028–2035
20242030203520402045

Geothermal 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%)

Automotive Engineering Technicians

$48,324

from $68,730

Geothermal Technicians

$34,710

from $48,640

After adjusting for AI risk, Automotive Engineering Technicians offers $13,615 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Automotive

0

Unique to Geothermal

Combined Protection Strategy

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

Creativity
Decision Complexity
Fine Manipulation
Regulatory Barriers
Automotive Engineering TechniciansGeothermal Technicians
Find transitions from Automotive Engineering TechniciansFind transitions from Geothermal Technicians
Automotive Engineering Technicians vs Geothermal Technicians AI Risk — Takeover Tracker