Takeover Tracker
39%medium risk
Water and Wastewater Treatment Plant and System Operators
vs

47 shared · 39 different

core competencies

38%medium risk
Pourers and Casters, Metal

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

|

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

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Water and Wastewater Treatment Plant and System Operators2028–2035
Pourers and Casters, Metal2028–2035
20242030203520402045

Pourers and Casters, Metal has a longer runway before significant displacement, projected 0 years later than Water and Wastewater Treatment Plant and System Operators.

Risk-Adjusted Salary

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

Water and Wastewater Treatment Plant and System Operators

$35,475

from $58,260

Pourers and Casters, Metal

$30,475

from $48,940

After adjusting for AI risk, Water and Wastewater Treatment Plant and System Operators offers $5,000 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Water

0

Unique to Pourers

Combined Protection Strategy

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

Fine Manipulation
Creativity
Decision Complexity
Social Intelligence
Water and Wastewater Treatment Plant and System OperatorsPourers and Casters, Metal
Find transitions from Water and Wastewater Treatment Plant and System OperatorsFind transitions from Pourers and Casters, Metal