Takeover Tracker
44%medium risk
Team Assemblers
vs

41 shared · 15 different

core competencies

Side-by-Side Comparison

MetricTeam AssemblersInspectors, Testers, Sorters, Samplers, and Weighers
Risk Score43.9%31.9%
Risk TierMedium RiskMedium Risk
Risk Percentile89th50th
Tasks at Risk (>50%)7 / 1112 / 15
Median SalaryN/A$47,460
EmploymentN/A591K

Skill Comparison

|

Sorted by largest difference

Documenting/Recording Information
Communicating with Supervisors, Peers, or Subordinates
Coordinating the Work and Activities of Others
Controlling Machines and Processes
Monitor Processes, Materials, or Surroundings
Evaluating Information to Determine Compliance with Standards
Handling and Moving Objects
MathematicsAI-Vulnerable
Developing and Building Teams
Making Decisions and Solving Problems
Flexibility of Closure
Operating Vehicles, Mechanized Devices, or Equipment

Protective Factors

Higher values indicate stronger protection against AI displacement

Team Assemblers

24%

total discount

Inspectors, Testers, Sorters, Samplers, and Weighers

24%

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.

Inspectors, Testers, Sorters, Samplers, and Weighers

12 of 15 at risk
88%Record inspection or test data, such as weights, temperatures, grades, or moisture content, and quantities inspected or graded.
88%Read dials or meters to verify that equipment is functioning at specified levels.
88%Write test or inspection reports describing results, recommendations, or needed repairs.
86%Read blueprints, data, manuals, or other materials to determine specifications, inspection and testing procedures, adjustment methods, certification processes, formulas, or measuring instruments required.
65%Grade, classify, or sort products according to sizes, weights, colors, or other specifications.

Wage Comparison

Team AssemblersInspectors, Testers, Sorters, Samplers, and Weighers
10th
N/A$34,590
25th
N/A$38,740
Median
N/A$47,460
75th
N/A$59,970
90th
N/A$75,510

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Team Assemblers20282035
Inspectors, Testers, Sorters, Samplers, and Weighers20282035
20242030203520402045

Inspectors, Testers, Sorters, Samplers, and Weighers 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 Inspectors,

Combined Protection Strategy

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

Fine Manipulation
Decision Complexity
Social Intelligence
Regulatory Barriers
Team AssemblersInspectors, Testers, Sorters, Samplers, and Weighers