Takeover Tracker
44%medium risk
Team Assemblers
vs

47 shared · 11 different

core competencies

45%medium risk
Food Batchmakers

Side-by-Side Comparison

MetricTeam AssemblersFood Batchmakers
Risk Score43.9%45.3%
Risk TierMedium RiskMedium Risk
Risk Percentile89th92th
Tasks at Risk (>50%)7 / 1115 / 15
Median SalaryN/A$40,790
EmploymentN/A172K

Skill Comparison

|

Sorted by largest difference

Food Production
Communicating with Supervisors, Peers, or Subordinates
Evaluating Information to Determine Compliance with Standards
MathematicsAI-Vulnerable
Documenting/Recording Information
Mechanical
Public Safety and Security
Coordinating the Work and Activities of Others
Monitor Processes, Materials, or Surroundings
Developing and Building Teams
Performing Administrative Activities

Protective Factors

Higher values indicate stronger protection against AI displacement

Team Assemblers

24%

total discount

Food Batchmakers

26%

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.

Food Batchmakers

15 of 15 at risk
88%Observe gauges and thermometers to determine if the mixing chamber temperature is within specified limits, and turn valves to control the temperature.
86%Record production and test data for each food product batch, such as the ingredients used, temperature, test results, and time cycle.
86%Test food product samples for moisture content, acidity level, specific gravity, or butter-fat content, and continue processing until desired levels are reached.
84%Grade food products according to government regulations or according to type, color, bouquet, and moisture content.
65%Turn valve controls to start equipment and to adjust operation to maintain product quality.

Wage Comparison

Team AssemblersFood Batchmakers
10th
N/A$30,850
25th
N/A$35,340
Median
N/A$40,790
75th
N/A$49,010
90th
N/A$57,800

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Team Assemblers20282035
Food Batchmakers20282035
20242030203520402045

Team Assemblers has a longer runway before significant displacement, projected 0 years later than Food Batchmakers.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Team

0

Unique to Food

Combined Protection Strategy

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

Creativity
Regulatory Barriers
Social Intelligence
Decision Complexity
Team AssemblersFood Batchmakers