Takeover Tracker
43%medium risk
Chemical Equipment Operators and Tenders
vs

56 shared · 27 different

core competencies

47%medium risk
Packaging and Filling Machine Operators and Tenders

Side-by-Side Comparison

MetricChemical Equipment Operators and TendersPackaging and Filling Machine Operators and Tenders
Risk Score43.0%47.5%
Risk TierMedium RiskMedium Risk
Risk Percentile88th95th
Tasks at Risk (>50%)11 / 1513 / 15
Median Salary$57,090$40,900
Employment127K384K

Skill Comparison

|

Sorted by largest difference

Chemistry
Computers and Electronics
Establishing and Maintaining Interpersonal Relationships
Engineering and Technology
Production and Processing
Controlling Machines and Processes
Law and Government
Operation and Control
Clerical
Making Decisions and Solving Problems
Oral Comprehension
Interpreting the Meaning of Information for Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Chemical Equipment Operators and Tenders

29%

total discount

Packaging and Filling Machine Operators and Tenders

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Chemical Equipment Operators and Tenders

11 of 15 at risk
86%Monitor gauges, recording instruments, flowmeters, or products to ensure that specified conditions are maintained.
86%Read plant specifications to determine products, ingredients, or prescribed modifications of plant procedures.
78%Test product samples for specific gravity, chemical characteristics, pH levels, concentrations, or viscosities or send them to laboratories for testing.
76%Observe safety precautions to prevent fires or explosions.
65%Adjust controls to regulate temperature, pressure, feed, or flow of liquids or gases and times of prescribed reactions, according to knowledge of equipment and processes.

Packaging and Filling Machine Operators and Tenders

13 of 15 at risk
87%Regulate machine flow, speed, or temperature.
86%Observe machine operations to ensure quality and conformity of filled or packaged products to standards.
84%Monitor the production line, watching for problems such as pile-ups, jams, or glue that isn't sticking properly.
69%Package the product in the form in which it will be sent out, for example, filling bags with flour from a chute or spout.
67%Sort, grade, weigh, and inspect products, verifying and adjusting product weight or measurement to meet specifications.

Wage Comparison

Packaging and Filling Machine Operators and Tenders earns -$16,190(-28%) vs Chemical Equipment Operators and Tenders
Chemical Equipment Operators and TendersPackaging and Filling Machine Operators and Tenders
10th
$37,270$31,890
25th
$45,660$36,250
Median
$57,090$40,900
75th
$71,400$48,440
90th
$88,460$58,910

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Chemical Equipment Operators and Tenders2028–2035
Packaging and Filling Machine Operators and Tenders2028–2035
20242030203520402045

Chemical Equipment Operators and Tenders has a longer runway before significant displacement, projected 0 years later than Packaging and Filling Machine Operators and Tenders.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Chemical Equipment Operators and Tenders

$32,524

from $57,090

Packaging and Filling Machine Operators and Tenders

$21,489

from $40,900

After adjusting for AI risk, Chemical Equipment Operators and Tenders offers $11,035 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Chemical

0

Unique to Packaging

Combined Protection Strategy

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

Decision Complexity
Regulatory Barriers
Fine Manipulation
Social Intelligence
Chemical Equipment Operators and TendersPackaging and Filling Machine Operators and Tenders
Find transitions from Chemical Equipment Operators and TendersFind transitions from Packaging and Filling Machine Operators and Tenders