Takeover Tracker
28%medium risk
Helpers--Extraction Workers
vs

46 shared · 47 different

core competencies

32%medium risk
Tire Repairers and Changers

Side-by-Side Comparison

MetricHelpers--Extraction WorkersTire Repairers and Changers
Risk Score27.9%32.3%
Risk TierMedium RiskMedium Risk
Risk Percentile29th52th
Tasks at Risk (>50%)3 / 142 / 15
Median Salary$48,400$37,120
Employment7K107K

Skill Comparison

|

Sorted by largest difference

Controlling Machines and Processes
Operating Vehicles, Mechanized Devices, or Equipment
Repairing and Maintaining Mechanical Equipment
Monitoring and Controlling Resources
Handling and Moving Objects
Assisting and Caring for Others
Developing Objectives and Strategies
Interpreting the Meaning of Information for Others
Developing and Building Teams
Repairing and Maintaining Electronic Equipment
Documenting/Recording Information
Evaluating Information to Determine Compliance with Standards

Protective Factors

Higher values indicate stronger protection against AI displacement

Helpers--Extraction Workers

30%

total discount

Tire Repairers and Changers

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Helpers--Extraction Workers

3 of 14 at risk
77%Observe and monitor equipment operation during the extraction process to detect any problems.
69%Collect and examine geological matter, using hand tools and testing devices.
53%Drive moving equipment to transport materials and parts to excavation sites.
49%Dig trenches.
45%Signal workers to start geological material extraction or boring.

Tire Repairers and Changers

2 of 15 at risk
70%Identify tire size and ply and inflate tires accordingly.
59%Inspect tire casings for defects, such as holes or tears.
47%Clean and tidy up the shop.
45%Place wheels on balancing machines to determine counterweights required to balance wheels.
45%Reassemble tires onto wheels.

Wage Comparison

Tire Repairers and Changers earns -$11,280(-23%) vs Helpers--Extraction Workers
Helpers--Extraction WorkersTire Repairers and Changers
10th
$35,770$29,880
25th
$39,980$33,990
Median
$48,400$37,120
75th
$57,560$43,810
90th
$68,240$48,900

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Helpers--Extraction Workers2028–2035
Tire Repairers and Changers2028–2035
20242030203520402045

Helpers--Extraction Workers has a longer runway before significant displacement, projected 0 years later than Tire Repairers and Changers.

Risk-Adjusted Salary

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

Helpers--Extraction Workers

$34,872

from $48,400

Tire Repairers and Changers

$25,138

from $37,120

After adjusting for AI risk, Helpers--Extraction Workers offers $9,735 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Helpers--Extraction

0

Unique to Tire

Combined Protection Strategy

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

Fine Manipulation
Social Intelligence
Decision Complexity
Creativity
Helpers--Extraction WorkersTire Repairers and Changers
Find transitions from Helpers--Extraction WorkersFind transitions from Tire Repairers and Changers