AITakeover Tracker
30%medium risk

Water/Wastewater Engineers

Design or oversee projects involving provision of potable water, disposal of wastewater and sewage, or prevention of flood-related damage. Prepare environmental documentation for water resources, regulatory program compliance, data management and analysis, and field work. Perform hydraulic modeling and pipeline design.

Green New & EmergingHigher risk than 39% of occupations

AI Impact Summary

Water/Wastewater Engineers faces moderate AI displacement risk with a score of 30/100. This occupation has higher AI displacement risk than 39% of all analyzed occupations. Of 28 analyzed tasks, 2 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.

Skill Impact Analysis

AI-Vulnerable Skills (6)

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Programming15%

Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

AI-Resistant Skills (11)

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Persuasion80%

Persuasion is AI-resistant — strengthening this skill provides durable career protection.

Instructing75%

Instructing is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Negotiation85%

Negotiation is AI-resistant — strengthening this skill provides durable career protection.

AI-Augmented Skills (7)

Critical ThinkingJudgment and Decision MakingWritingSystems AnalysisMonitoringActive LearningTechnology Design

Recommended Courses

Courses matched to Water/Wastewater Engineers skill gaps, ranked by relevance to your displacement risk profile.

Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.

Upskill to Reduce Risk

Courses addressing your most AI-vulnerable skills

Courseraintermediate

Machine Learning Specialization

by Stanford / DeepLearning.AI

~10 weeks$49/mo4.9Certificate
Addresses vulnerability: Mathematics

Estimated Impact

-8.1pt risk+$6K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Coursera

Creative Writing Specialization

by Wesleyan University

~8 weeks$49/mo4.7Certificate
Enhances AI augmentation: Writing

Estimated Impact

-5.5pt risk+$6K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Courseraintermediate

Leading People and Teams Specialization

by University of Michigan

~6 weeks$49/mo4.7Certificate
Strengthens resilience: Leadership

Estimated Impact

-3.9pt risk+$6K/yr salary

We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.

Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.

Education & Training

Percentage of workers at each education and training level

Education Level

Bachelor's Degree76%
Master's Degree3%
Doctoral/Professional Degree17%
Level 113%

Prior Experience Needed

Work experience required to enter this job

None15%
1-3 months4%
3-6 months4%
6 months - 1 year7%
1-2 years7%
2-4 years33%
4-6 years15%
6-8 years7%
Over 10 years7%

Training Provided After Hiring

How long it typically takes to learn on the job

None4%
Up to 1 month4%
1-3 months4%
3-6 months14%
6 months - 1 year4%
1-2 years29%
2-4 years29%
4-6 years14%

How AI Impacts Each Task

28 tasks analyzed

Conduct feasibility studies for the construction of facilities, such as water supply systems, runoff collection networks, water and wastewater treatment plants, or wastewater collection systems.

Risk: 45.0%AI: 45EstimatedTime: 5%

Provide technical direction or supervision to junior engineers, engineering or computer-aided design (CAD) technicians, or other technical personnel.

Risk: 23.0%AI: 20EstimatedTime: 6%

Design pumping systems, pumping stations, pipelines, force mains, or sewers for the collection of wastewater.

Risk: 47.0%AI: 50EstimatedTime: 5%

Design domestic or industrial water or wastewater treatment plants, including advanced facilities with sequencing batch reactors (SBR), membranes, lift stations, headworks, surge overflow basins, ultraviolet disinfection systems, aerobic digesters, sludge lagoons, or control buildings.

Risk: 51.8%AI: 61.9ObservedTime: 6%

Analyze storm water or floodplain drainage systems to control erosion, stabilize river banks, repair channel streams, or design bridges.

Risk: 49.0%AI: 55EstimatedTime: 4%

Design water distribution systems for potable or non-potable water.

Risk: 47.0%AI: 50EstimatedTime: 4%

Design or select equipment for use in wastewater processing to ensure compliance with government standards.

Risk: 45.0%AI: 45EstimatedTime: 4%

Identify design alternatives for the development of new water resources.

Risk: 47.0%AI: 50EstimatedTime: 3%

Perform hydraulic analyses of water supply systems or water distribution networks to model flow characteristics, test for pressure losses, or to identify opportunities to mitigate risks and improve operational efficiency.

Risk: 51.0%AI: 60EstimatedTime: 4%

Design water or wastewater lift stations, including water wells.

Risk: 47.0%AI: 50EstimatedTime: 3%

Gather and analyze water use data to forecast water demand.

Risk: 85.2%AI: 90EstimatedTime: 3%

Design water storage tanks or other water storage facilities.

Risk: 47.0%AI: 50EstimatedTime: 3%

Conduct cost-benefit analyses for the construction of water supply systems, runoff collection networks, water and wastewater treatment plants, or wastewater collection systems.

Risk: 47.0%AI: 50EstimatedTime: 3%

Analyze and recommend chemical, biological, or other wastewater treatment methods to prepare water for industrial or domestic use.

Risk: 53.6%AI: 66.38ObservedTime: 3%

Review and critique proposals, plans, or designs related to water or wastewater treatment systems.

Risk: 45.0%AI: 45EstimatedTime: 3%

Write technical reports or publications related to water resources development or water use efficiency.

Risk: 85.2%AI: 90EstimatedTime: 3%

Conduct water quality studies to identify and characterize water pollutant sources.

Risk: 47.0%AI: 50EstimatedTime: 3%

Design sludge treatment plants.

Risk: 45.0%AI: 45EstimatedTime: 3%

Provide technical support on water resource or treatment issues to government agencies.

Risk: 39.0%AI: 60ObservedTime: 4%

Analyze and recommend sludge treatment or disposal methods.

Risk: 47.0%AI: 50EstimatedTime: 3%

Design water runoff collection networks, water supply channels, or water supply system networks.

Risk: 53.6%AI: 66.47ObservedTime: 3%

Perform hydrological analyses, using three-dimensional simulation software, to model the movement of water or forecast the dispersion of chemical pollutants in the water supply.

Risk: 49.0%AI: 55EstimatedTime: 3%

Oversee the construction of decentralized or on-site wastewater treatment systems, including reclaimed water facilities.

Risk: 19.0%AI: 10EstimatedTime: 4%

Develop plans for new water resources or water efficiency programs.

Risk: 43.0%AI: 40EstimatedTime: 3%

Analyze the efficiency of water delivery structures, such as dams, tainter gates, canals, pipes, penstocks, or cofferdams.

Risk: 50.9%AI: 59.72ObservedTime: 3%

Conduct environmental impact studies related to water and wastewater collection, treatment, or distribution.

Risk: 47.0%AI: 50EstimatedTime: 3%

Perform mathematical modeling of underground or surface water resources, such as floodplains, ocean coastlines, streams, rivers, or wetlands.

Risk: 49.0%AI: 55EstimatedTime: 3%

Evaluate the operation and maintenance of water/wastewater systems to identify ways to improve their efficiency.

Risk: 47.0%AI: 50EstimatedTime: 3%

Protective Factors

Total protective discount: 32.4%

Essential Soft Skills

Traits that are hard for AI to replicate

Analytical ThinkingAttention to DetailIntegrityDependabilityInitiativeCooperationAchievement/EffortPersistenceLeadershipStress ToleranceAdaptability/FlexibilitySelf Control

Wage & Employment (2024)

Median Wage

$104,170

per year

Mean Wage

$110,570

per year

Employment

38K

workers

Wage Range

$64,950 - $161,910

10th - 90th pct

Wage Distribution

$64,950Median: $104,170$161,910
Career Planning

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Recommendations

Skills to Develop

These skills are at risk from AI automation. Water/Wastewater Engineers professionals should diversify beyond them.

  • Mathematics

    High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Mathematics

    High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Reading Comprehension

    High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Information Ordering

    High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Programming

    Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Skills to Leverage

These human-centric skills remain difficult for AI to replicate. Double down here.

  • Complex Problem Solving

    Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

  • Leadership

    Leadership is AI-resistant — strengthening this skill provides durable career protection.

  • Adaptability/Flexibility

    Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

  • Coordination

    Coordination is AI-resistant — strengthening this skill provides durable career protection.

  • Persuasion

    Persuasion is AI-resistant — strengthening this skill provides durable career protection.

Tools to Adopt

AI can amplify these skills. Learn the tools that augment rather than replace your work.

  • Critical Thinking

    Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Judgment and Decision Making

    Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Writing

    Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Systems Analysis

    Systems Analysis will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Monitoring

    Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

Score History

Risk score over 2 scoring runs

-2.5

overall change

Checking for existing plan...