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How a civil engineer can use AI, task by task

O*NET 17-2051.00: Civil EngineersMedian pay $100,840/year (BLS, May 2025)16 tasksJob Zone 4: Considerable preparation

Perform engineering duties in planning, designing, and overseeing construction and maintenance of building structures and facilities, such as roads, railroads, airports, bridges, harbors, channels, dams, irrigation projects, pipelines, power plants, and water and sewage systems.

Type your own title and every prompt on this page updates to match. Also called: City Engineer, Civil Engineer, County Engineer, Design Engineer, Engineer, Geotechnical Engineer, Licensed Engineer, Project Engineer, Railroad Design Consultant, Structural Engineer.

Where AI fits in this job

AI-ready 0%AI-assist 72%Stays human 28%

Share of the job's tasks, weighted by how important and how frequent each task is (O*NET ratings). 0 AI-ready, 12 AI-assist and 4 human-led tasks out of 16. This measures where AI can help, not whether the job will disappear.

Information & paperwork
Thinking & planning
People & communication
Leading & teaching
Hands-on & physical

Shape of the job: importance of each kind of work activity (O*NET, 1 to 5).

AI can draft these 0

AI produces a usable first pass. You review it, fix it and own it.

None of this job's tasks are here.

AI can help you prep these 12

AI speeds up the prep, drafting or thinking. The core of the task is still yours.

Direct engineering activities, ensuring compliance with environmental, safety, or other governmental regulations.

Daily

AI pre-checks against the rules; the sign-off stays with you.

Show prompt & steps

Use AI as a first-pass checker against a list of rules or standards. The final judgment and sign-off stay with you.

Ready-to-use prompt

I work as a civil engineer. Part of my job is to direct engineering activities, ensuring compliance with environmental, safety, or other governmental regulations.

Context: We use Adobe Acrobat and The MathWorks MATLAB; the work draws on building and construction, design and engineering and technology.
Activity: [engineering work, repairs, operations]
Rules: [regulations, regulators]

List compliance checkpoints, who signs off and records needed. Make a table: requirement, met / not met / unclear, and the exact evidence.

10-minute exercise: Compliance coordination

Step 1Pick a real example: the next time you direct engineering activities with environmental (today).
Step 2Fill in [Activity] and [Rules] with the real details, then run the prompt.
Step 3Confirm requirements with the regulator or compliance lead. Check it against the manufacturer's manual and your site procedure before you rely on it.

AI can miss things and sound sure about it. Use it to catch extra problems, not as the final check.

Safety-critical: AI output is a starting point. Follow your site's procedures and the manufacturer's guidance.

Rules and regulations vary by place and change often. Confirm against the official source before relying on anything.

Importance 4.2/5 · core task · O*NET work activity: Coordinate safety or regulatory compliance activities..

Analyze survey reports, maps, drawings, blueprints, aerial photography, or other topographical or geologic data.

Weekly

AI pre-checks against the rules; the sign-off stays with you.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 46% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

Use AI as a first-pass checker against a list of rules or standards. The final judgment and sign-off stay with you.

Ready-to-use prompt

I work as a civil engineer. Part of my job is to analyze survey reports, maps, drawings, blueprints, aerial photography, or other topographical or geologic data.

Context: We use Adobe Acrobat and The MathWorks MATLAB; the work draws on building and construction, design and engineering and technology.
Data: [surveys, traffic, reports]
Design: [plan]

Assess impacts and needed changes. Make a table: requirement, met / not met / unclear, and the exact evidence.

10-minute exercise: Design impact review

Step 1Pick a real example: the next time you analyze survey reports, maps and drawings (this week).
Step 2Fill in [Data] and [Design] with the real details, then run the prompt.
Step 3Do your usual review too, and note what AI caught and what it missed.

AI can miss things and sound sure about it. Use it to catch extra problems, not as the final check.

Importance 3.7/5 · core task · O*NET work activity: Evaluate technical data to determine effect on designs or plans..

Plan and design transportation or hydraulic systems or structures, using computer-assisted design or drawing tools.

Weekly

AI generates options and references; taste and the final call are yours.

Show prompt & steps

Use AI to generate lots of options, references and rough mock-ups fast. The craft, the taste and the final call are what make it yours.

Ready-to-use prompt

I work as a civil engineer. Part of my job is to plan and design transportation or hydraulic systems or structures, using computer-assisted design or drawing tools.

Context: We use Trimble SketchUp Pro and Graphics software; the work draws on building and construction, design and engineering and technology.
Structure: [road, hydraulic system]
Requirements: [loads, codes]

Outline the drawings and calculations needed. Give 10 quite different options from safe to bold, then develop the best 2.

10-minute exercise: Civil design drawing plan

Step 1Pick a real example: the next time you plan and design transportation or hydraulic systems or structures (this week).
Step 2Fill in [Structure] and [Requirements] with the real details, then run the prompt.
Step 3Pick the idea that sparks something and develop it yourself for 5 minutes.

Check the usage rules for AI images and text in your field, and make sure the final work is original.

Importance 3.9/5 · core task · O*NET work activity: Create graphical representations of civil structures..

Provide technical advice to industrial or managerial personnel regarding design, construction, program modifications, or structural repairs.

Weekly

AI helps you prepare clearer wording and likely questions.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 31% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

Use AI to prepare: simpler wording, analogies, likely questions and a one-page handout. The conversation itself is yours.

Ready-to-use prompt

I work as a civil engineer. Part of my job is to provide technical advice to industrial or managerial personnel regarding design, construction, program modifications, or structural repairs.

Context: We use Supervisory control and data acquisition SCADA software; the work draws on building and construction, design and engineering and technology.
Process: [describe]
Data: [results]

Write a recommendation with evidence. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

10-minute exercise: Process improvement recommendation

Step 1Pick a real example: the next time you provide technical advice (this week). Leave out names and identifying details.
Step 2Fill in [Process] and [Data] with the real details, then run the prompt.
Step 3Check every answer is right for your workplace before you share it.

Rules, prices and policies change. Make sure AI is working from your current official version.

Importance 3.7/5 · core task · O*NET work activity: Recommend technical design or process changes to improve efficiency, quality, or performance..

Compute load and grade requirements, water flow rates, or material stress factors to determine design specifications.

Weekly

AI lays out options and timelines to react to.

Show prompt & steps

AI can lay out options, timelines and checklists to react to. Fitting it to your people, budget and situation is your call.

Ready-to-use prompt

I work as a civil engineer. Part of my job is to compute load and grade requirements, water flow rates, or material stress factors to determine design specifications.

Context: We use Microsoft Project and Oracle Primavera Enterprise Project Portfolio Management; the work draws on building and construction, design and engineering and technology.
Project: [mapping, engineering, production]
Scope: [quantities, deliverables]

Estimate hours, equipment and materials with assumptions and formulas. Lay it out as a table with steps, owner, timing and what could go wrong, then list the decisions I still need to make.

10-minute exercise: Resource estimate

Step 1Pick a real example: the next time you compute load (this week).
Step 2Fill in [Project] and [Scope] with the real details, then run the prompt.
Step 3Cross out anything that won't work on the ground and ask AI to revise with your corrections.

AI doesn't know your people, your site or your history. Treat its plan as a starting point to react to.

Importance 3.9/5 · core task · O*NET work activity: Estimate technical or resource requirements for development or production projects..

Estimate quantities and cost of materials, equipment, or labor to determine project feasibility.

Monthly

AI does the arithmetic and suggests what to look at; the conclusions are yours.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 40% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

AI can do the arithmetic, build the spreadsheet formula and suggest what to look at. Deciding what the numbers mean for your situation is still you.

Ready-to-use prompt

I work as a civil engineer. Part of my job is to estimate quantities and cost of materials, equipment, or labor to determine project feasibility.

Context: We use The MathWorks MATLAB and Procore software; the work draws on building and construction, design and engineering and technology.
Operation: [describe]
Cost data: [paste]

Estimate costs, sensitivity and formulas. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Operating cost estimate

Step 1Pick a real example: the next time you estimate quantities and cost of materials, equipment and labor.
Step 2Fill in [Operation] and [Cost data] with the real details, then run the prompt.
Step 3Recompute the most important number yourself before you trust the rest. Recompute every total yourself.

AI makes arithmetic mistakes. Recompute anything that matters with a spreadsheet formula.

Double-check every number. AI can make arithmetic and rounding mistakes.

Importance 3.5/5 · core task · O*NET work activity: Estimate operational costs..

Design energy-efficient or environmentally sound civil structures.

Monthly

AI generates options and references; taste and the final call are yours.

Show prompt & steps

Use AI to generate lots of options, references and rough mock-ups fast. The craft, the taste and the final call are what make it yours.

Ready-to-use prompt

I work as a civil engineer. Part of my job is to design energy-efficient or environmentally sound civil structures.

Context: We use Trimble SketchUp Pro and Graphics software; the work draws on building and construction, design and engineering and technology.
Building: [type]
Goals: [energy, water, materials]

Suggest green features with impact and cost. Give 10 quite different options from safe to bold, then develop the best 2.

10-minute exercise: Green design features

Step 1Pick a real example: the next time you design energy-efficient or environmentally sound civil structures.
Step 2Fill in [Building] and [Goals] with the real details, then run the prompt.
Step 3Pick the idea that sparks something and develop it yourself for 5 minutes.

Check the usage rules for AI images and text in your field, and make sure the final work is original.

Importance 3.0/5 · core task · O*NET work activity: Incorporate green features into the design of structures or facilities..

Prepare or present public reports on topics such as bid proposals, deeds, environmental impact statements, or property and right-of-way descriptions.

Monthly

AI drafts the structure and wording; the specifics and sign-off are yours.

Show prompt & steps

AI can draft the structure and standard wording. The specifics, the judgment calls and the sign-off are yours.

Ready-to-use prompt

I work as a civil engineer. Part of my job is to prepare or present public reports on topics such as bid proposals, deeds, environmental impact statements, or property and right-of-way descriptions.

Context: We use Adobe Acrobat and Microsoft Word.
Purpose: [funding, estimate]
Materials: [paste]

Draft the proposal package. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

10-minute exercise: Proposal documents

Step 1Pick a real example: the next time you prepare or present public reports on topics such as bid proposals.
Step 2Fill in [Purpose] and [Materials] with the real details, then run the prompt.
Step 3Check every fact, name and number against your source before it goes anywhere.

AI will happily make up numbers, names and dates. Every fact in the draft needs checking against your source.

Importance 3.5/5 · core task · O*NET work activity: Prepare proposal documents.. Also involves: Explain project details to the general public..

Identify environmental risks and develop risk management strategies for civil engineering projects.

Monthly

AI gets you up to speed; confirm findings with records or people.

Show prompt & steps

AI can get you up to speed fast and suggest where to look, but you need to confirm findings against real sources, records or people.

Ready-to-use prompt

I work as a civil engineer. Part of my job is to identify environmental risks and develop risk management strategies for civil engineering projects.

Context: We use The MathWorks MATLAB and Procore software; the work draws on building and construction, design and engineering and technology.
Project: [type, size, location]
Sensitive features: [water, habitat, neighbours, heritage]

List potential impacts by phase, studies or permits likely needed, mitigation options, and data to gather first.

10-minute exercise: Environmental impact scoping

Step 1Pick a real example: the next time you identify environmental risks.
Step 2Fill in [Project] and [Sensitive features] with the real details, then run the prompt.
Step 3Check the permit list with your local regulator's guidance.

AI can invent sources and citations. Open every link and confirm it says what the AI claims.

Importance 3.6/5 · O*NET work activity: Investigate the environmental impact of projects.. Also involves: Develop technical methods or processes..

Conduct studies of traffic patterns or environmental conditions to identify engineering problems and assess potential project impact.

Monthly

AI gets you up to speed; confirm findings with records or people.

Show prompt & steps

AI can get you up to speed fast and suggest where to look, but you need to confirm findings against real sources, records or people.

Ready-to-use prompt

I work as a civil engineer. Part of my job is to conduct studies of traffic patterns or environmental conditions to identify engineering problems and assess potential project impact.

Context: We use The MathWorks MATLAB and Procore software; the work draws on building and construction, design and engineering and technology.
Project: [type, size, location]
Sensitive features: [water, habitat, neighbours, heritage]

List potential impacts by phase, studies or permits likely needed, mitigation options, and data to gather first.

10-minute exercise: Environmental impact scoping

Step 1Pick a real example: the next time you conduct studies of traffic patterns or environmental conditions.
Step 2Fill in [Project] and [Sensitive features] with the real details, then run the prompt.
Step 3Check the permit list with your local regulator's guidance.

AI can invent sources and citations. Open every link and confirm it says what the AI claims.

Importance 3.1/5 · O*NET work activity: Investigate the environmental impact of projects..

Design or engineer systems to efficiently dispose of chemical, biological, or other toxic wastes.

A few times a year

AI lays out options and timelines to react to.

Show prompt & steps

AI can lay out options, timelines and checklists to react to. Fitting it to your people, budget and situation is your call.

Ready-to-use prompt

I work as a civil engineer. Part of my job is to design or engineer systems to efficiently dispose of chemical, biological, or other toxic wastes.

Context: We use Microsoft Project and Oracle Primavera Enterprise Project Portfolio Management; the work draws on building and construction, design and engineering and technology.
Source: [process, waste, air]
Targets: [limits]

Suggest control technologies with pros, cons and costs. Lay it out as a table with steps, owner, timing and what could go wrong, then list the decisions I still need to make.

10-minute exercise: Emissions reduction design

Step 1Pick a real example: the next time you design or engineer systems.
Step 2Fill in [Source] and [Targets] with the real details, then run the prompt.
Step 3Cross out anything that won't work on the ground and ask AI to revise with your corrections. Check it against the manufacturer's manual and your site procedure before you rely on it.

AI doesn't know your people, your site or your history. Treat its plan as a starting point to react to.

Safety-critical: AI output is a starting point. Follow your site's procedures and the manufacturer's guidance.

Importance 2.6/5 · O*NET work activity: Design systems to reduce harmful emissions..

Develop or implement engineering solutions to clean up industrial accidents or other contaminated sites.

A few times a year

AI lays out options and timelines to react to.

Show prompt & steps

AI can lay out options, timelines and checklists to react to. Fitting it to your people, budget and situation is your call.

Ready-to-use prompt

I work as a civil engineer. Part of my job is to develop or implement engineering solutions to clean up industrial accidents or other contaminated sites.

Context: We use Microsoft Project and Oracle Primavera Enterprise Project Portfolio Management; the work draws on building and construction, design and engineering and technology.
Improvement: [design, process, cost]
Constraints: [safety, environment, budget]

Plan implementation with steps and metrics. Lay it out as a table with steps, owner, timing and what could go wrong, then list the decisions I still need to make.

10-minute exercise: Improvement implementation

Step 1Pick a real example: the next time you develop or implement engineering solutions.
Step 2Fill in [Improvement] and [Constraints] with the real details, then run the prompt.
Step 3Cross out anything that won't work on the ground and ask AI to revise with your corrections.

AI doesn't know your people, your site or your history. Treat its plan as a starting point to react to.

Importance 2.9/5 · O*NET work activity: Implement design or process improvements.. Also involves: Develop technical methods or processes..

These stay human 4

They need your hands, your presence or your accountable judgment. Lean into them: they get more valuable as routine work is automated.

📏 Measured in this job (O*NET work context): Face-to-face discussions: every day · Contact with others: contact with others most of the time · Frequency of decisions: once a week or more but not every day · Impact of decisions: important results

Inspect project sites to monitor progress and ensure conformance to design specifications and safety or sanitation standards.

Weekly

Needs your eyes on site. AI can build the checklist and the report.

Show prep prompt & steps

Where AI still helps: AI can build your inspection checklists, explain standards and turn your notes and photos into clean reports.

Prep prompt

I work as a civil engineer. Part of my job is to inspect project sites to monitor progress and ensure conformance to design specifications and safety or sanitation standards.

Context: The work draws on building and construction, design and engineering and technology.
Project: [building, site]
Plans and specs: [key requirements]

Make a site observation checklist by trade or area and a field report template. Group it by area, say what 'good' and 'bad' look like for each item, and add a short template for writing up what I find.

10-minute exercise: Site observation checklist

Step 1Pick a real example: the next time you inspect project sites (this week).
Step 2Fill in [Project] and [Plans and specs] with the real details, then run the prompt.
Step 3Write the field report with the template. Check it against the manufacturer's manual and your site procedure before you rely on it.

Safety-critical: AI output is a starting point. Follow your site's procedures and the manufacturer's guidance.

Importance 4.0/5 · core task · O*NET work activity: Inspect facilities or sites to determine if they meet specifications or standards..

Manage and direct the construction, operations, or maintenance activities at project site.

Weekly

Leading people runs on trust. AI can prep the paperwork around it.

Show prep prompt & steps

Where AI still helps: AI can prep the paperwork around leading: meeting agendas, feedback drafts, rotas, briefings and difficult-conversation rehearsals.

Prep prompt

I work as a civil engineer. Part of my job is to manage and direct the construction, operations, or maintenance activities at project site.

Context: The work draws on building and construction, design and engineering and technology.
Project: [describe]
Issues: [schedule, quality, safety]

Prepare a site meeting plan. Give me the key message in 2 sentences, how people might react, and how to respond to each.

10-minute exercise: Directing construction

Step 1Pick a real example: the next time you manage and direct the construction, operations and maintenance activities (this week).
Step 2Fill in [Project] and [Issues] with the real details, then run the prompt.
Step 3Afterward, note one thing people responded to and one thing you'd change.

Importance 4.0/5 · core task · O*NET work activity: Direct construction activities..

Test soils or materials to determine the adequacy and strength of foundations, concrete, asphalt, or steel.

Monthly

Needs your eyes on site. AI can build the checklist and the report.

Show prep prompt & steps

Where AI still helps: AI can build your inspection checklists, explain standards and turn your notes and photos into clean reports.

Prep prompt

I work as a civil engineer. Part of my job is to test soils or materials to determine the adequacy and strength of foundations, concrete, asphalt, or steel.

Context: The work draws on building and construction, design and engineering and technology.
Material or structure: [concrete, soil, steel, asphalt]
Specification: [strengths, tolerances, standard numbers]

List the tests that apply, how many samples and when, pass/fail criteria, and a results log. Flag tests that must be done by a certified lab.

10-minute exercise: Materials test plan

Step 1Pick a real example: the next time you test soils or materials.
Step 2Fill in [Material or structure] and paste the [Specification] for a current job.
Step 3Use the results log on your next round of tests.

Importance 4.2/5 · O*NET work activity: Test characteristics of materials or structures..

Direct or participate in surveying to lay out installations or establish reference points, grades, or elevations to guide construction.

Monthly

Needs your eyes on site. AI can build the checklist and the report.

Show prep prompt & steps

Where AI still helps: AI can build your inspection checklists, explain standards and turn your notes and photos into clean reports.

Prep prompt

I work as a civil engineer. Part of my job is to direct or participate in surveying to lay out installations or establish reference points, grades, or elevations to guide construction.

Context: The work draws on building and construction, design and engineering and technology.
Area: [land, water]
Features: [what to map]

Make a survey plan and verification checklist. Group it by area, say what 'good' and 'bad' look like for each item, and add a short template for writing up what I find.

10-minute exercise: Feature survey plan

Step 1Pick a real example: the next time you direct or participate in surveying.
Step 2Fill in [Area] and [Features] with the real details, then run the prompt.
Step 3Take it with you next time, tick it alongside your usual routine, and add anything it missed.

Importance 3.7/5 · core task · O*NET work activity: Survey land or bodies of water to measure or determine features..

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Your next moves

Skills to build

From O*NET's ratings of how important each skill is in this job, matched to which part of the work it supports.

Stays human Deepen these

They power the human-led work, which is the part of the job AI can't take over.

  • Learning Strategiesimportance 2.9/5
    Used in: Guiding, Directing, and Motivating Subordinates

With AI Use these to work with AI

When AI does the first draft, these are the skills you use to brief it and check what comes back.

  • Critical Thinkingimportance 3.9/5
    Used in: Coordinating the Work and Activities of Others
  • Active Listeningimportance 4.0/5
    Used in: Coordinating the Work and Activities of Others
  • Reading Comprehensionimportance 3.9/5
    Used in: Analyzing Data or Information
  • Judgment and Decision Makingimportance 3.4/5
    Used in: Making Decisions and Solving Problems

Where you could move

Related jobs from O*NET with the closest skill profile, favouring ones where more of the work stays human. No step down in preparation.

  • Wind Energy Engineers12% human-led · Same preparation · $122,930/yr · usually bachelor's degreeYour skills already line up
  • Architectural and Engineering Managers36% human-led · Needs more preparation · $171,270/yr · usually bachelor's degreeSkills to build: Negotiation, Instructing, Quality Control Analysis
  • Marine Engineers and Naval Architects25% human-led · Same preparation · $112,230/yr · usually bachelor's degreeSkills to build: Operation and Control, Operations Monitoring, Quality Control Analysis
  • Water Resource Specialists2% human-led · Same preparation · $167,220/yr · usually bachelor's degreeYour skills already line up

New tasks appearing in this job

O*NET has started tracking 1 new or updated task here: 0 AI-ready, 0 AI-assist, 1 stays human. They have no worker ratings yet, so they aren't counted in the bar above.

Use drone technology for site surveying, inspection, and monitoring of infrastructure projects.

New in O*NET

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a civil engineer. Part of my job is to use drone technology for site surveying, inspection, and monitoring of infrastructure projects.

Context: The work draws on building and construction, design and engineering and technology.
What's involved: [drone technology: where, when, who's affected]

Make me a step-by-step checklist to use drone technology, the details I should double-check before I start, and a 3-line template for noting it's done.

10-minute exercise: Checklist: drone technology

Step 1Before you next use drone technology, fill in [What's involved] with the real details.
Step 2Strike any step that doesn't match how your workplace does it, and add what only experience teaches.
Step 3Afterward, note it with the 3-line template and one thing you'd do differently next time.

New O*NET task (05/2025). O*NET hasn't linked it to work activities yet, so it was labelled by hand.

Getting into this job

Bachelor's degree is most common (86% of workers)

  • Bachelor's 90%
  • Graduate degree 10%
  • On-the-job training: 6–12 months
  • Related experience: 2–4 years
  • Professional certification: important (4.0/5)

What workers in this job report, from O*NET surveys (typical values).

Software in this job

In-demand tools from O*NET. Many now have AI built in, so check what yours can do before adding a new tool.

Adobe AcrobatApache Subversion SVNAutodesk AutoCADAutodesk AutoCAD Civil 3DAutodesk RevitBentley MicroStationCDassault Systemes SolidWorksESRI ArcGIS softwareExtensible markup language XMLMicrosoft AccessMicrosoft Excel