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

73 shared · 26 different

core competencies

20%low risk
Bus and Truck Mechanics and Diesel Engine Specialists

Side-by-Side Comparison

MetricHeating and Air Conditioning Mechanics and InstallersBus and Truck Mechanics and Diesel Engine Specialists
Risk Score17.0%19.8%
Risk TierLow RiskLow Risk
Risk Percentile2th6th
Tasks at Risk (>50%)4 / 153 / 15
Median Salary$59,810$60,640
Employment397K287K

Skill Comparison

|

Sorted by largest difference

Installation
Transportation
Performing for or Working Directly with the Public
Controlling Machines and Processes
Analyzing Data or Information
Design
Scheduling Work and Activities
Repairing and Maintaining Electronic Equipment
Customer and Personal Service
Selling or Influencing Others
Thinking Creatively
Provide Consultation and Advice to Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Heating and Air Conditioning Mechanics and Installers

32%

total discount

Bus and Truck Mechanics and Diesel Engine Specialists

29%

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.

Bus and Truck Mechanics and Diesel Engine Specialists

3 of 15 at risk
78%Follow green operational practices involving conservation of water or energy or reduction of solid waste.
62%Inspect and verify dimensions and clearances of parts to ensure conformance to factory specifications.
51%Attach test instruments to equipment, and read dials and gauges to diagnose malfunctions.
47%Inspect, test, and listen to defective equipment to diagnose malfunctions, using test instruments such as handheld computers, motor analyzers, chassis charts, or pressure gauges.
41%Perform routine maintenance such as changing oil, checking batteries, and lubricating equipment and machinery.

Wage Comparison

Bus and Truck Mechanics and Diesel Engine Specialists earns +$830(+1%) vs Heating and Air Conditioning Mechanics and Installers
Heating and Air Conditioning Mechanics and InstallersBus and Truck Mechanics and Diesel Engine Specialists
10th
$39,130$41,670
25th
$47,850$49,240
Median
$59,810$60,640
75th
$74,820$73,690
90th
$91,020$85,980

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Heating and Air Conditioning Mechanics and Installers2028–2035
Bus and Truck Mechanics and Diesel Engine Specialists2028–2035
20242030203520402045

Heating and Air Conditioning Mechanics and Installers has a longer runway before significant displacement, projected 0 years later than Bus and Truck Mechanics and Diesel Engine Specialists.

Risk-Adjusted Salary

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

Heating and Air Conditioning Mechanics and Installers

$49,624

from $59,810

Bus and Truck Mechanics and Diesel Engine Specialists

$48,639

from $60,640

After adjusting for AI risk, Heating and Air Conditioning Mechanics and Installers offers $985 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Heating

0

Unique to Bus

Combined Protection Strategy

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

Decision Complexity
Social Intelligence
Creativity
Fine Manipulation
Heating and Air Conditioning Mechanics and InstallersBus and Truck Mechanics and Diesel Engine Specialists
Find transitions from Heating and Air Conditioning Mechanics and InstallersFind transitions from Bus and Truck Mechanics and Diesel Engine Specialists