Takeover Tracker
20%low risk
Logging Equipment Operators
vs

63 shared · 15 different

core competencies

34%medium risk
Hoist and Winch Operators

Side-by-Side Comparison

MetricLogging Equipment OperatorsHoist and Winch Operators
Risk Score20.1%33.6%
Risk TierLow RiskMedium Risk
Risk Percentile7th60th
Tasks at Risk (>50%)3 / 92 / 13
Median Salary$49,210$52,310
Employment23K2K

Skill Comparison

|

Sorted by largest difference

Evaluating Information to Determine Compliance with Standards
Organizing, Planning, and Prioritizing Work
Establishing and Maintaining Interpersonal Relationships
Provide Consultation and Advice to Others
Training and Teaching Others
Production and Processing
Processing Information
Mechanical
Operation and Control
Estimating the Quantifiable Characteristics of Products, Events, or Information
Thinking Creatively
Operating Vehicles, Mechanized Devices, or Equipment

Protective Factors

Higher values indicate stronger protection against AI displacement

Logging Equipment Operators

27%

total discount

Hoist and Winch Operators

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Logging Equipment Operators

3 of 9 at risk
89%Calculate total board feet, cordage, or other wood measurement units, using conversion tables.
87%Grade logs according to characteristics such as knot size and straightness, and according to established industry or company standards.
87%Fill out required job or shift report forms.
45%Inspect equipment for safety prior to use, and perform necessary basic maintenance tasks.
13%Control hydraulic tractors equipped with tree clamps and booms to lift, swing, and bunch sheared trees.

Hoist and Winch Operators

2 of 13 at risk
84%Select loads or materials according to weight and size specifications.
80%Observe equipment gauges and indicators and hand signals of other workers to verify load positions or depths.
47%Oil winch drums so that cables will wind smoothly.
43%Move levers, pedals, and throttles to stop, start, and regulate speeds of hoist or winch drums in response to hand, bell, buzzer, telephone, loud-speaker, or whistle signals, or by observing dial indicators or cable marks.
43%Apply hand or foot brakes and move levers to lock hoists or winches.

Wage Comparison

Hoist and Winch Operators earns +$3,100(+6%) vs Logging Equipment Operators
Logging Equipment OperatorsHoist and Winch Operators
10th
$35,050$33,910
25th
$43,750$39,220
Median
$49,210$52,310
75th
$60,640$90,200
90th
$72,280$116,120

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Logging Equipment Operators2028–2035
Hoist and Winch Operators2028–2035
20242030203520402045

Logging Equipment Operators has a longer runway before significant displacement, projected 0 years later than Hoist and Winch Operators.

Risk-Adjusted Salary

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

Logging Equipment Operators

$39,334

from $49,210

Hoist and Winch Operators

$34,708

from $52,310

After adjusting for AI risk, Logging Equipment Operators offers $4,626 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Logging

0

Unique to Hoist

Combined Protection Strategy

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

Decision Complexity
Regulatory Barriers
Creativity
Social Intelligence
Logging Equipment OperatorsHoist and Winch Operators
Find transitions from Logging Equipment OperatorsFind transitions from Hoist and Winch Operators