Takeover Tracker

vs

47 shared · 39 different

core competencies

Side-by-Side Comparison

MetricWater and Wastewater Treatment Plant and System OperatorsPourers and Casters, Metal
Risk Score39.1%37.7%
Risk TierMedium RiskMedium Risk
Risk Percentile78th74th
Tasks at Risk (>50%)4 / 85 / 15
Median Salary$58,260$48,940
Employment127K6K

Skill Comparison

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Sorted by largest difference

Chemistry
Evaluating Information to Determine Compliance with Standards
Computers and Electronics
Performing for or Working Directly with the Public
Updating and Using Relevant Knowledge
MathematicsAI-Vulnerable
Processing Information
Interpreting the Meaning of Information for Others
Engineering and Technology
Establishing and Maintaining Interpersonal Relationships
Documenting/Recording Information
Analyzing Data or Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Water and Wastewater Treatment Plant and System Operators

29%

total discount

Pourers and Casters, Metal

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Water and Wastewater Treatment Plant and System Operators

4 of 8 at risk
86%Record operational data, personnel attendance, or meter and gauge readings on specified forms.
70%Collect and test water and sewage samples, using test equipment and color analysis standards.
57%Operate and adjust controls on equipment to purify and clarify water, process or dispose of sewage, and generate power.
55%Inspect equipment or monitor operating conditions, meters, and gauges to determine load requirements and detect malfunctions.
49%Add chemicals, such as ammonia, chlorine, or lime, to disinfect and deodorize water and other liquids.

Pourers and Casters, Metal

5 of 15 at risk
84%Read temperature gauges and observe color changes, adjusting furnace flames, torches, or electrical heating units as necessary to melt metal to specifications.
63%Examine molds to ensure they are clean, smooth, and properly coated.
61%Transport metal ingots to storage areas, using forklifts.
59%Stencil identifying information on ingots and pigs, using special hand tools.
51%Turn valves to circulate water through cores, or spray water on filled molds to cool and solidify metal.

Wage Comparison

Pourers and Casters, Metal earns -$9,320(-16%) vs Water and Wastewater Treatment Plant and System Operators
Water and Wastewater Treatment Plant and System OperatorsPourers and Casters, Metal
10th
$37,870$37,250
25th
$47,020$41,410
Median
$58,260$48,940
75th
$71,280$59,850
90th
$86,160$68,030

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Head-to-head task automation timeline
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Risk-adjusted salary comparison
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