Takeover Tracker
28%medium risk
Civil Engineers
vs

72 shared · 21 different

core competencies

34%medium risk
Water Resource Specialists

Side-by-Side Comparison

MetricCivil EngineersWater Resource Specialists
Risk Score27.9%33.8%
Risk TierMedium RiskMedium Risk
Risk Percentile29th61th
Tasks at Risk (>50%)5 / 155 / 15
Median Salary$99,590$161,180
Employment355K101K

Skill Comparison

|

Sorted by largest difference

Building and Construction
Operations Analysis
Geography
Analyzing Data or Information
Interpreting the Meaning of Information for Others
Inspecting Equipment, Structures, or Material
Mathematical Reasoning
Chemistry
Processing Information
Category Flexibility
MathematicsAI-Vulnerable
Visualization

Protective Factors

Higher values indicate stronger protection against AI displacement

Civil Engineers

32%

total discount

Water Resource Specialists

31%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Civil Engineers

5 of 15 at risk
86%Estimate quantities and cost of materials, equipment, or labor to determine project feasibility.
53%Analyze survey reports, maps, drawings, blueprints, aerial photography, or other topographical or geologic data.
51%Compute load and grade requirements, water flow rates, or material stress factors to determine design specifications.
51%Plan and design transportation or hydraulic systems or structures using computer assisted design or drawing tools.
50%Test soils or materials to determine the adequacy and strength of foundations, concrete, asphalt, or steel.

Water Resource Specialists

5 of 15 at risk
87%Write proposals, project reports, informational brochures, or other documents on wastewater purification, water supply and demand, or other water resource subjects.
87%Monitor water use, demand, or quality in a particular geographic area.
87%Compile water resource data, using geographic information systems (GIS) or global position systems (GPS) software.
51%Identify and characterize specific causes or sources of water pollution.
51%Analyze storm water systems to identify opportunities for water resource improvements.

Wage Comparison

Water Resource Specialists earns +$61,590(+62%) vs Civil Engineers
Civil EngineersWater Resource Specialists
10th
$65,920$79,830
25th
$78,790$114,110
Median
$99,590$161,180
75th
$128,290$214,820
90th
$160,990$239,200

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Civil Engineers2028–2035
Water Resource Specialists2028–2035
20242030203520402045

Civil Engineers has a longer runway before significant displacement, projected 0 years later than Water Resource Specialists.

Risk-Adjusted Salary

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

Civil Engineers

$71,834

from $99,590

Water Resource Specialists

$106,653

from $161,180

After adjusting for AI risk, Water Resource Specialists offers $34,819 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Civil

0

Unique to Water

Combined Protection Strategy

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

Decision Complexity
Creativity
Social Intelligence
Fine Manipulation
Civil EngineersWater Resource Specialists
Find transitions from Civil EngineersFind transitions from Water Resource Specialists