Takeover Tracker
20%low risk
Automotive Master Mechanics
vs

70 shared · 18 different

core competencies

46%medium risk
Biomass Plant Technicians

Side-by-Side Comparison

MetricAutomotive Master MechanicsBiomass Plant Technicians
Risk Score19.7%45.7%
Risk TierLow RiskMedium Risk
Risk Percentile6th92th
Tasks at Risk (>50%)4 / 1511 / 15
Median Salary$49,670$61,710
Employment689K16K

Skill Comparison

|

Sorted by largest difference

Extent Flexibility
Mechanical
Updating and Using Relevant Knowledge
Repairing and Maintaining Electronic Equipment
Handling and Moving Objects
Production and Processing
Customer and Personal Service
Repairing and Maintaining Mechanical Equipment
Troubleshooting
Hearing Sensitivity
Equipment Selection
Finger Dexterity

Protective Factors

Higher values indicate stronger protection against AI displacement

Automotive Master Mechanics

31%

total discount

Biomass Plant Technicians

29%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Automotive Master Mechanics

4 of 15 at risk
74%Follow checklists to ensure all important parts are examined, including belts, hoses, steering systems, spark plugs, brake and fuel systems, wheel bearings, and other potentially troublesome areas.
55%Perform routine and scheduled maintenance services, such as oil changes, lubrications, and tune-ups.
53%Maintain cleanliness of work area.
52%Plan work procedures, using charts, technical manuals, and experience.
45%Align vehicles' front ends.

Biomass Plant Technicians

11 of 15 at risk
88%Record or report operational data, such as readings on meters, instruments, and gauges.
86%Measure and monitor raw biomass feedstock, including wood, waste, or refuse materials.
85%Operate equipment to heat biomass, using knowledge of controls, combustion, and firing mechanisms.
85%Assess quality of biomass feedstock.
84%Operate high-pressure steam boiler or water chiller equipment for electrical cogeneration operations.

Wage Comparison

Biomass Plant Technicians earns +$12,040(+24%) vs Automotive Master Mechanics
Automotive Master MechanicsBiomass Plant Technicians
10th
$33,660$40,250
25th
$38,140$47,860
Median
$49,670$61,710
75th
$65,660$76,910
90th
$80,850$92,750

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Automotive Master Mechanics2028–2035
Biomass Plant Technicians2028–2035
20242030203520402045

Automotive Master Mechanics has a longer runway before significant displacement, projected 0 years later than Biomass Plant Technicians.

Risk-Adjusted Salary

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

Automotive Master Mechanics

$39,865

from $49,670

Biomass Plant Technicians

$33,515

from $61,710

After adjusting for AI risk, Automotive Master Mechanics offers $6,350 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Automotive

0

Unique to Biomass

Combined Protection Strategy

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

Fine Manipulation
Creativity
Regulatory Barriers
Social Intelligence
Automotive Master MechanicsBiomass Plant Technicians
Find transitions from Automotive Master MechanicsFind transitions from Biomass Plant Technicians