Takeover Tracker
vs

46 shared · 16 different

core competencies

44%medium risk
Team Assemblers

Side-by-Side Comparison

MetricFood Cooking Machine Operators and TendersTeam Assemblers
Risk Score45.3%43.9%
Risk TierMedium RiskMedium Risk
Risk Percentile92th89th
Tasks at Risk (>50%)11 / 157 / 11
Median Salary$40,550N/A
Employment28KN/A

Skill Comparison

|

Sorted by largest difference

Food Production
Communicating with Supervisors, Peers, or Subordinates
Evaluating Information to Determine Compliance with Standards
Provide Consultation and Advice to Others
Monitor Processes, Materials, or Surroundings
Assisting and Caring for Others
Documenting/Recording Information
Customer and Personal Service
Coaching and Developing Others
Production and Processing
Training and Teaching Others
Making Decisions and Solving Problems

Protective Factors

Higher values indicate stronger protection against AI displacement

Food Cooking Machine Operators and Tenders

26%

total discount

Team Assemblers

24%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Food Cooking Machine Operators and Tenders

11 of 15 at risk
88%Read work orders, recipes, or formulas to determine cooking times and temperatures, and ingredient specifications.
88%Record production and test data, such as processing steps, temperature and steam readings, cooking time, batches processed, and test results.
86%Listen for malfunction alarms, and shut down equipment and notify supervisors when necessary.
86%Notify or signal other workers to operate equipment or when processing is complete.
84%Observe gauges, dials, and product characteristics, and adjust controls to maintain appropriate temperature, pressure, and flow of ingredients.

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.

Wage Comparison

Food Cooking Machine Operators and TendersTeam Assemblers
10th
$30,540N/A
25th
$35,310N/A
Median
$40,550N/A
75th
$47,420N/A
90th
$54,170N/A

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Food Cooking Machine Operators and Tenders20282035
Team Assemblers20282035
20242030203520402045

Team Assemblers has a longer runway before significant displacement, projected 0 years later than Food Cooking Machine Operators and Tenders.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Food

0

Unique to Team

Combined Protection Strategy

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

Fine Manipulation
Decision Complexity
Social Intelligence
Creativity
Food Cooking Machine Operators and TendersTeam Assemblers