Takeover Tracker

Side-by-Side Comparison

MetricTeam AssemblersSeparating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders
Risk Score43.9%39.3%
Risk TierMedium RiskMedium Risk
Risk Percentile89th78th
Tasks at Risk (>50%)7 / 118 / 15
Median SalaryN/A$49,500
EmploymentN/A54K

Skill Comparison

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Sorted by largest difference

Documenting/Recording Information
Mechanical
Establishing and Maintaining Interpersonal Relationships
Coordinating the Work and Activities of Others
Communicating with Supervisors, Peers, or Subordinates
Developing and Building Teams
Evaluating Information to Determine Compliance with Standards
Perceptual Speed
Operation Monitoring
Reaction Time
Performing Administrative Activities
Judging the Qualities of Things, Services, or People

Protective Factors

Higher values indicate stronger protection against AI displacement

Team Assemblers

24%

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

Team Assemblers

7 of 11 at risk
87%Complete production reports to communicate team production level to management.
85%Review work orders and blueprints to ensure work is performed according to specifications.
81%Determine work assignments and procedures.
65%Perform quality checks on products and parts.
65%Operate machinery and heavy equipment, such as forklifts.

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

Team AssemblersSeparating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders
10th
N/A$35,810
25th
N/A$41,830
Median
N/A$49,500
75th
N/A$61,350
90th
N/A$75,860

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Team Assemblers20282035
Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders20282035
20242030203520402045

Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders has a longer runway before significant displacement, projected 0 years later than Team Assemblers.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Team

0

Unique to Separating,

Combined Protection Strategy

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

Regulatory Barriers
Fine Manipulation
Creativity
Decision Complexity
Team AssemblersSeparating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders