Takeover Tracker
17%low risk
Heating and Air Conditioning Mechanics and Installers
vs

66 shared · 31 different

core competencies

19%low risk
Automotive Specialty Technicians

Side-by-Side Comparison

MetricHeating and Air Conditioning Mechanics and InstallersAutomotive Specialty Technicians
Risk Score17.0%18.7%
Risk TierLow RiskLow Risk
Risk Percentile2th5th
Tasks at Risk (>50%)4 / 154 / 15
Median Salary$59,810$49,670
Employment397K689K

Skill Comparison

|

Sorted by largest difference

Installation
Thinking Creatively
Physics
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Repairing and Maintaining Mechanical Equipment
Training and Teaching Others
Design
Coordinating the Work and Activities of Others
Scheduling Work and Activities
Repairing and Maintaining Electronic Equipment
Inspecting Equipment, Structures, or Material
Establishing and Maintaining Interpersonal Relationships

Protective Factors

Higher values indicate stronger protection against AI displacement

Heating and Air Conditioning Mechanics and Installers

32%

total discount

Automotive Specialty Technicians

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Heating and Air Conditioning Mechanics and Installers

4 of 15 at risk
88%Record and report time, materials, faults, deficiencies, or other unusual occurrences on work orders.
82%Adjust system controls to settings recommended by manufacturer to balance system.
70%Comply with all applicable standards, policies, or procedures, such as safety procedures or the maintenance of a clean work area.
50%Study blueprints, design specifications, or manufacturers' recommendations to ascertain the configuration of heating or cooling equipment components and to ensure the proper installation of components.
45%Inspect and test systems to verify system compliance with plans and specifications or to detect and locate malfunctions.

Automotive Specialty Technicians

4 of 15 at risk
74%Estimate costs of vehicle repair.
59%Inspect vehicles for damage and record findings so that necessary repairs can be made.
55%Test electronic computer components in automobiles to ensure proper operation.
53%Troubleshoot fuel, ignition, and emissions control systems, using electronic testing equipment.
45%Align wheels, axles, frames, torsion bars, and steering mechanisms of automobiles, using special alignment equipment and wheel-balancing machines.

Wage Comparison

Automotive Specialty Technicians earns -$10,140(-17%) vs Heating and Air Conditioning Mechanics and Installers
Heating and Air Conditioning Mechanics and InstallersAutomotive Specialty Technicians
10th
$39,130$33,660
25th
$47,850$38,140
Median
$59,810$49,670
75th
$74,820$65,660
90th
$91,020$80,850

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Heating and Air Conditioning Mechanics and Installers2028–2035
Automotive Specialty Technicians2028–2035
20242030203520402045

Heating and Air Conditioning Mechanics and Installers has a longer runway before significant displacement, projected 0 years later than Automotive Specialty Technicians.

Risk-Adjusted Salary

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

Heating and Air Conditioning Mechanics and Installers

$49,624

from $59,810

Automotive Specialty Technicians

$40,362

from $49,670

After adjusting for AI risk, Heating and Air Conditioning Mechanics and Installers offers $9,263 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Heating

0

Unique to Automotive

Combined Protection Strategy

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

Creativity
Social Intelligence
Regulatory Barriers
Fine Manipulation
Heating and Air Conditioning Mechanics and InstallersAutomotive Specialty Technicians
Find transitions from Heating and Air Conditioning Mechanics and InstallersFind transitions from Automotive Specialty Technicians