Takeover Tracker

Side-by-Side Comparison

MetricFirst-Line Supervisors of Logging WorkersCrushing, Grinding, and Polishing Machine Setters, Operators, and Tenders
Risk Score32.6%41.7%
Risk TierMedium RiskMedium Risk
Risk Percentile54th85th
Tasks at Risk (>50%)5 / 1312 / 15
Median Salary$59,330$46,890
Employment30K29K

Skill Comparison

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Sorted by largest difference

Administration and Management
Operating Vehicles, Mechanized Devices, or Equipment
Transportation
Making Decisions and Solving Problems
Coordinating the Work and Activities of Others
Management of Personnel Resources
Identifying Objects, Actions, and Events
Communicating with Persons Outside Organization
Scheduling Work and Activities
Monitor Processes, Materials, or Surroundings
Monitoring and Controlling Resources
Deductive Reasoning

Protective Factors

Higher values indicate stronger protection against AI displacement

First-Line Supervisors of Logging Workers

31%

total discount

Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

First-Line Supervisors of Logging Workers

5 of 13 at risk
87%Prepare production or personnel time records for management.
85%Schedule work crews, equipment, or transportation for several different work locations.
84%Plan or schedule logging operations, such as felling or bucking trees or grading, sorting, yarding, or loading logs.
84%Coordinate the selection and movement of logs from storage areas, according to transportation schedules or production requirements.
78%Coordinate dismantling, moving, and setting up equipment at new work sites.

Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders

12 of 15 at risk
88%Read work orders to determine production specifications and information.
84%Test samples of materials or products to ensure compliance with specifications, using test equipment.
65%Weigh or measure materials, ingredients, or products at specified intervals to ensure conformance to requirements.
63%Observe operation of equipment to ensure continuity of flow, safety, and efficient operation, and to detect malfunctions.
63%Tend accessory equipment, such as pumps and conveyors, to move materials or ingredients through production processes.

Wage Comparison

Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders earns -$12,440(-21%) vs First-Line Supervisors of Logging Workers
First-Line Supervisors of Logging WorkersCrushing, Grinding, and Polishing Machine Setters, Operators, and Tenders
10th
$39,610$35,380
25th
$47,660$38,990
Median
$59,330$46,890
75th
$76,640$58,440
90th
$90,840$65,980

Premium Head-to-Head Analysis

Displacement Timeline Comparison

First-Line Supervisors of Logging Workers20282035
Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders20282035
20242030203520402045

First-Line Supervisors of Logging Workers has a longer runway before significant displacement, projected 0 years later than Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders.

Risk-Adjusted Salary

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

First-Line Supervisors of Logging Workers

$39,965

from $59,330

Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders

$27,360

from $46,890

After adjusting for AI risk, First-Line Supervisors of Logging Workers offers $12,604 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to First-Line

0

Unique to Crushing,

Combined Protection Strategy

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

Creativity
Social Intelligence
Fine Manipulation
Decision Complexity
First-Line Supervisors of Logging WorkersCrushing, Grinding, and Polishing Machine Setters, Operators, and Tenders