Takeover Tracker

Side-by-Side Comparison

MetricFirst-Line Supervisors of Logging WorkersSeparating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders
Risk Score32.6%39.3%
Risk TierMedium RiskMedium Risk
Risk Percentile54th78th
Tasks at Risk (>50%)5 / 138 / 15
Median Salary$59,330$49,500
Employment30K54K

Skill Comparison

|

Sorted by largest difference

Operating Vehicles, Mechanized Devices, or Equipment
Repairing and Maintaining Mechanical Equipment
Coordinating the Work and Activities of Others
Administration and Management
Establishing and Maintaining Interpersonal Relationships
Guiding, Directing, and Motivating Subordinates
Scheduling Work and Activities
Management of Personnel Resources
Resolving Conflicts and Negotiating with Others
Judging the Qualities of Things, Services, or People
Monitoring and Controlling Resources
Estimating the Quantifiable Characteristics of Products, Events, or Information

Protective Factors

Higher values indicate stronger protection against AI displacement

First-Line Supervisors of Logging Workers

31%

total discount

Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders

25%

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.

Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders

8 of 15 at risk
86%Monitor material flow or instruments such as temperature or pressure gauges, indicators, or meters to ensure optimal processing conditions.
65%Test samples to determine viscosity, acidity, specific gravity, or degree of concentration, using test equipment such as viscometers, pH meters, or hydrometers.
57%Examine samples to verify qualities such as clarity, cleanliness, consistency, dryness, or texture.
57%Inspect machines or equipment for hazards, operating efficiency, malfunctions, wear, or leaks.
53%Set up or adjust machine controls to regulate conditions such as material flow, temperature, or pressure.

Wage Comparison

Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders earns -$9,830(-17%) vs First-Line Supervisors of Logging Workers
First-Line Supervisors of Logging WorkersSeparating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders
10th
$39,610$35,810
25th
$47,660$41,830
Median
$59,330$49,500
75th
$76,640$61,350
90th
$90,840$75,860

Premium Head-to-Head Analysis

Displacement Timeline Comparison

First-Line Supervisors of Logging Workers20282035
Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders20282035
20242030203520402045

First-Line Supervisors of Logging Workers has a longer runway before significant displacement, projected 0 years later than Separating, Filtering, Clarifying, Precipitating, and Still 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

Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders

$30,051

from $49,500

After adjusting for AI risk, First-Line Supervisors of Logging Workers offers $9,913 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 Separating,

Combined Protection Strategy

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

Creativity
Social Intelligence
Decision Complexity
Regulatory Barriers
First-Line Supervisors of Logging WorkersSeparating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders