PayCrunch Research · The exact AI playbook for your profession, sourced to the U.S. Bureau of Labor Statistics

PayCrunch AI Playbook · Engineering

The structural engineer who owns independent review

$175,940top of the range in California · middle $100,840 / yr
AI augments this role

Structural Engineers in the United States earn a median of $100,840 a year. Pay starts near $68,240. Pay reaches $175,940 at the top of the range in California, the best-paying state for this work among those with at least 500 people in the job.

Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics, May 2025 (Civil Engineers, SOC 17-2051). Last checked 9 September 2026.

Entry level
$68,240
Top of the range · California
$175,940
Education
Bachelor's in civil or structural engineering
Lower disruption Higher exposure AI augments this role
Entry · $68,240 Top of range · $175,940 (California) Middle $100,840

Wages — U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics, May 2025 (Civil Engineers). Top of the range is the highest state-level figure among states with at least 500 people in the job. AI-impact rating is PayCrunch's editorial assessment. Updated September 2026.

🆕 New & Trending AI Tools for Structural EngineerReviewed September 2026

We track new AI-tool launches every week and refresh this list — here’s what’s gaining traction for Structural Engineer work right now.

Claude CodeNEWFree / usage-based

Terminal coding agent that reads your repo, runs tests, and ships multi-file changes.

How a Structural Engineer uses it: describe a feature and let it implement and test it across the codebase

OpenAI CodexNEWIncl. w/ ChatGPT plans

Agent that runs longer, deterministic multi-step coding jobs on its own.

How a Structural Engineer uses it: delegate a well-defined build or migration and review the finished result

WindsurfNEWFree / $15 mo

Agentic IDE that keeps context across a whole project.

How a Structural Engineer uses it: make large, coordinated changes without losing track of the codebase

AWS KiroNEWPreview / see site

Spec-driven coding agent that turns written specs into working code.

How a Structural Engineer uses it: write the spec first and let it build to that spec

NotebookLMNEWFree / $7.99 mo

Google tool that answers questions grounded only in the documents you give it — with citations.

How a Structural Engineer uses it: load your own manuals, policies, or PDFs and ask questions that stay accurate to the source

CursorFree / $20 mo

AI-native code editor that edits across an entire project.

How a Structural Engineer uses it: describe a change in plain English and let it rewrite and refactor whole files

GitHub Copilot (Agent Mode)$10–19 mo

AI pair-programmer built into VS Code and GitHub that now completes multi-step tasks.

How a Structural Engineer uses it: hand off a task and have it plan, edit multiple files, and open a pull request

ChatGPTFree / $20 mo

The most-used AI assistant — writing, analysis, research, and images from a plain-language chat.

How a Structural Engineer uses it: draft emails and documents, summarize long files, and get instant answers to on-the-job questions

ClaudeFree / $20 mo

AI assistant known for careful writing, long-document analysis, and coding.

How a Structural Engineer uses it: analyze big reports or spreadsheets and turn messy notes into clean, finished writing

The licence a board grants

A structural engineer who takes responsibility for a building or a bridge does so under a professional engineer licence granted by the state engineering board. The board is the grantor. The licence shows that the engineer met that board's qualification and may seal work the rules allow. In many places a structural endorsement, or a separate structural authorization, sits with the professional engineer licence and marks a narrower authority for structural work. The exact name varies. The idea does not: the public is trusting a named person, not a software file.

People prepare with an accredited engineering degree in structural engineering or a closely related program, then with supervised practice under engineers who already hold the licence. After that practice, the candidate goes through the board's qualification process and, when the board is satisfied, receives the licence. The internal shape of any exam belongs to the board and to the materials it points candidates toward. What a job seeker needs is the sequence: education, supervised practice, qualification, and a licence that has a seal attached. Skipping ahead to "I do structural work" without the licence is a different job. It is support, and it should be titled and paid as support.

The licence proves competence as the board defines it, and it proves the engineer may be held accountable for sealed work. It does not prove the person is a good project manager, a patient mentor, or a fluent writer. Firms still have to discover those traits. It also fails to prove that every drawing leaving the office was checked with care. That part is culture. A licensed engineer in a sloppy office can still put a seal on a set nobody truly reviewed. Serious firms treat the seal as a personal act, with a review before it happens. Ask about that review when you interview. It tells you whether the licence is respected or treated as stationery.

Maintaining the licence means following the board's renewal rules and practicing within the work you actually understand. An engineer who sealed only low-rise buildings and then seals a long-span bridge without the right experience is outside the point of the credential. The endorsement, where one exists, is a signal to stay inside structural practice rather than treating every engineering problem as interchangeable. If you move across a state line, assume the new board has its own process. A licence does not automatically travel. Plan the move with the new board's rules in hand, not with a hope that the old seal will be enough on Monday.

Drawings, visits, and responsibility

The daily work is deciding how a structure will stand up and then showing that decision clearly enough for other people to build it. Structural engineers work on frames, foundations, and the pieces that tie a building or a bridge together. They coordinate with architects and with engineers in other disciplines so the structure, the exits, the mechanical space, and the architecture are one project instead of four arguments. They write drawings and specifications. They answer contractors during construction. They visit sites when the work in the ground or in the air has to match what was drawn.

Some of the job is evaluation of what already exists. A renovation, a change of use, or a structure that has been damaged needs someone who can say what the existing frame can still do and what must be added. That work is careful and often slower than new design. It depends on what you can see, what records survive, and what you are willing to admit you do not know. Engineers who bluff that gap create expensive surprises. Engineers who document the gap, and design around it, are the ones owners call again.

Analysis software and drafting tools are part of the office, and they are not the profession. The engineer still has to understand the model, notice when a result is nonsense, and translate a result into a detail a fabricator can build. Reviews of shop drawings are where many projects quietly succeed or fail. A contractor proposes how a connection will be made. The engineer checks that proposal against the design intent and the code path the project is using. The conversation should be specific and written. A casual "looks fine" on a complicated connection is how responsibility gets blurred.

The career is also a writing career. Emails to architects, memos that record a decision, and calculation packages another engineer can follow are the memory of the firm. A brilliant concept that lives only in one person's head is a risk. Firms promote people who make the work inspectable. If you dislike explaining yourself on paper, you will feel that dislike every week. The seal at the end of the process is a sentence that says a named engineer stands behind the set. Everything before the seal should be good enough to deserve that sentence.

Who gets the desk

Design consultancies, public agencies, and contractors' engineering groups all hire structural engineers. Consultancies sell design to owners and architects. Agencies review, own, or maintain public work. Contractors hire engineers to solve buildability and, in some firms, to design portions of the work they construct. The same degree can lead to three different calendars. Ask which one the posting is. A review job in a public office is its own career beside design practice, often with a steadier rhythm and a different kind of pressure.

Hiring managers look for clear thinking and honest limits. A portfolio of studio projects or, later, real projects should show what you personally did. Be ready to walk through one decision: what the problem was, what you recommended, and what you would change. They will listen for whether you confuse a software picture with a reason. New graduates are hired for potential and for the discipline of an accredited program. Licensed engineers are hired for judgment and for the legal ability to seal. Pretending to be the second when you are the first wastes everyone's time and can create a compliance problem the firm did not budget for.

The interview often includes a technical conversation. Treat it as a chance to show how you check yourself, not as a stage for reciting every course you enjoyed. If you do not know an answer, say what you would look up and who you would ask. That habit is the one firms need on a live project. Ask them, in return, who seals the drawings, how review works before a seal, and whether an engineer intern is mentored or simply loaded with production. A firm that cannot describe its review is telling you that your name, later, might be the only review.

Offers should be compared with the survey figures further down, and also with the kind of work. A lower rate in a firm that will move you through real project responsibility can beat a higher rate in a firm that will keep you detailing the same connection without a path to the licence. Ask whether supervised practice at this firm will count toward the board's expectations. Ask who signs your experience record. Those answers are part of compensation even though they are not printed on the wage survey. The survey tells you whether the cash is in a normal range. The experience record tells you whether the year counts twice, once as pay and once as progress toward the seal.

Graduate hire, then the person who seals

Early work is production under review. You draft, you model, you check someone else's numbers, and you sit in coordination meetings mostly to listen. The engineer intern title, where you hold it, signals that you are on the licensure path and not yet the person who seals. Use that period to see whole projects, not only the task in front of you. The engineers who become good later can explain how their piece fits the frame, the foundation, and the architect's intent. The ones who only finish assigned sheets stay useful and stay junior.

After the board grants the licence, the job changes even if the desk does not. You can seal, which means you can also be the person a client sues or a board disciplines. Healthy firms do not dump that exposure on a brand-new licensee with no review. They let you seal work you understand, with a principal still in the conversation. Unhealthy firms treat the new licence as a way to put risk on the cheapest person who is legally allowed to hold it. If that is the offer, the pay had better reflect the risk, and you should think hard before you accept it. A seal is a duty.

Later paths split into technical depth and into management. Some engineers become the person a firm sends when the project is unusual: a difficult renovation, a long bridge, a structure with a demanding architectural form. Some become project managers who own the schedule, the fee, and the client relationship. Some become principals and spend their time on hiring, quality, and the work the firm should turn down. A few open their own practice, which adds insurance, payroll, and the need to win the next job. None of those paths requires you to abandon the licence. All of them require you to decide whether your best work is a detail or a decision about people.

Keep a project list that says what you sealed, what you designed under someone else's seal, and what you only drafted. That list is the honest version of your career, and it is the document you want in a pay review. "I have been here long enough" is a weak argument. "I am now the engineer who seals this class of building, and I am still paid like the engineer who only drafts" is a strong one. Tie it to the figures below so the request has a public reference, not only a private sense of fairness.

Keep the two California figures apart

Across the May 2025 survey, the middle wage sits at $100,840. The entry figure is $68,240, a gap of $32,600 under that middle. The May 2025 figures used here are Occupational Employment and Wage Statistics for civil engineers, a series wider than structural engineering alone.

Same state, two statistics

The high end of the published range in California is $175,940. The California median is $122,500. Those two California figures are different statistics. The high end is the top of the published range. The median is the middle. Do not let a salary talk slide from one to the other.

The distance from the national median of $100,840 up to the California median is $21,660. The distance from the national median up to the California high end is $75,100. The smaller gap is a location difference in the middle of the market. The larger gap is a leap to the top of the published range. Quote $122,500 when you mean a California middle. Quote $175,940 only when you mean the high end, and say so.

State medians in this set, in this order, are California at $122,500, Alaska at $114,730, Washington at $110,000, Massachusetts at $106,730, and Louisiana at $105,380. The highest median is California at $122,500. The lowest median is Puerto Rico at $61,060. The gap between those medians is $61,440. Alaska, Washington, Massachusetts, and Louisiana all sit above the national median of $100,840 and well below the California high end. Puerto Rico's median sits under the national entry figure of $68,240, which changes how a national talking point should be heard there.

Use three comparisons in an offer conversation: the entry figure of $68,240, the national median of $100,840, and the median of the place where you will sit. A new graduate near $68,240 is at the entry point of the published range. The $32,600 step toward $100,840 is the climb the survey itself shows between entry and the middle, and licensure plus real project responsibility is the usual story that justifies moving along it. In California, an offer near the national median is still $21,660 under the state median of $122,500, so the national middle is a soft anchor there. In Alaska, compare with $114,730. In Washington, with $110,000. In Massachusetts, with $106,730. In Louisiana, with $105,380. Those medians are clustered. The California high end of $175,940 sits outside that cluster, and it is a different statistic from California's median.

If a firm cites the high end as the reason a demanding seal is "worth it someday," ask when pay reaches the California median, not when it reaches $175,940. Someday is a stall. A written path from $68,240 toward $100,840, and then toward the local median if you are in one of the higher places, is a plan. Bring your project list to that talk. Leave the range-top number on the survey, labeled as the high end of the published range in California, unless your role and your record already belong in a conversation about the extreme top. The two California figures stay different statistics no matter how casually someone blends them.

The top of Structural Engineer pay — and how to get there with AI

$175,940what Structural Engineer pay reaches in California

Highest state-level top-of-range annual wage for Civil Engineers, among states with at least 500 people in the job. U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics, May 2025.

And the role it leads to — Natural Sciences Managers — reaches $330,050 in California.

$68,240entry$100,840middle$175,940top end

The structural engineer at the top of this range is the one whose signature closes a design review, because they built the checking practice the office and its clients trust.

Checking is the work nobody volunteers for. Someone has to verify that a storage tank design matches the calculation package, that a demand forecast rests on defensible use data, that a model handed down from a junior actually represents what will be built, and that a completed treatment system performs the way the design assumed. Offices staff that thinly and pay for it in rework and claims. An engineer who takes it deliberately, and who measures what checking catches, ends up holding technical authority rather than a sheet count. Scripting the repetitive comparisons is where a model helps; the engineering judgement stays where it is.

Your playbook, by where you are now

Just startingLearn to check before you learn to produce fast

  1. Redo one senior engineer's calculation package by hand for a tank or a supply channel, and take your discrepancies to them.
  2. Build the same structure in Autodesk Revit and in Bentley MicroStation once, so you know which assumptions each one hides.
  3. Keep a personal error log: what you found, at which review stage, and what it would have cost had it reached construction.
  4. Learn to pull the survey and utility record out of ESRI ArcGIS software yourself rather than accepting a drawing as ground truth.

What proves it: An error log with real catches in it, and a hand-calculated package you can defend line by line.

Realistic span: the first four years

A few years inBuild the checking practice the office lacks

  1. Write the office check set: what gets verified at each stage, by whom, and what evidence is filed.
  2. Give technical direction to junior engineers and design technicians against that check set, so review teaches rather than corrects.
  3. Script the repetitive comparisons, quantity reconciliations, load case sweeps, demand forecast sanity checks, in Bash with GitHub Copilot open, then verify the arithmetic by hand once.
  4. Keep models and calculation files under Apache Subversion SVN so any number in a submittal traces to a dated decision.
  5. Instrument something and read the data: monitor an existing water or wastewater system's operation, and compare what it does against what the design promised.

What proves it: A written check set in use, with review findings recorded against it.

Realistic span: years five through ten

ExperiencedBe the authority clients ask for

  1. Take third-party and peer review commissions, which are billed at the highest rate the office charges.
  2. Oversee construction of the systems you designed, since the gap between model and built condition is the whole argument for checking.
  3. Provide the technical support agencies ask for on water resource and treatment questions, so your review standard shapes theirs.
  4. Present measured performance against design assumptions rather than opinions, using Bentley GeoPak Bridge or ArcGIS output the client can audit.
  5. Move toward managing technical staff if you want review, hiring and standards to be one role, and note that California pays this occupation best.

What proves it: Peer review work commissioned in your name and a measured performance record behind it.

Realistic span: year eleven and beyond

The next 90 days

Over the next ninety days, keep an error log on everything that passes your desk. Every discrepancy between a drawing and a calculation, every assumption that no longer holds, every dimension that changed without the model following, and beside each one your honest estimate of what it would have cost if it had been built. Ninety days is enough for a pattern, and the pattern is almost always the same three or four failures. Write the check set that catches them, propose it at a project meeting, and offer to run review on the next submittal. Checking is unloved and it is the shortest route to being the engineer whose sign-off means something.

Wage figures: BLS OEWS, May 2025. The playbook is PayCrunch editorial guidance, not a guarantee of pay or placement.

Careers related to Structural Engineer

Similar pay, same field

Where this can lead

Every figure is the national median from the U.S. Bureau of Labor Statistics (OEWS) shown on that role’s own page.

Never used AI before? Start here (2 minutes).

Start by letting AI write your calculation code. Open ChatGPT or Claude and have it write a Python script for a calc you do often — an ASCE 7 wind pressure, a beam check, a base-plate design — with every equation and code reference commented so you can verify it. Reusable, verifiable calc automation is the single fastest way to bill more design work per week, which is what moves your income.

For learning and design, use ChatGPT/Claude as an on-demand tutor for code provisions (ASCE 7, AISC 360, ACI 318) and the free/low-cost SkyCiv or ClearCalcs for cloud analysis and calc reports. Verify every result against the code and a hand check — the seal is yours.

The one rule, forever: Every calculation and drawing must be independently verified and sealed by a licensed PE/SE — AI output never substitutes for engineering judgment or the stamp. Never carry an AI-generated number into a design without checking it against the governing code and an independent hand calc, and never paste proprietary or client-confidential project data into consumer AI. Lives depend on the result you sign.
The plays — exact steps, exact prompts

Do these in order. Each one is copy-paste ready. You do not need to know anything about AI going in.

1
Automate calculations with AI-scripted tools
Why this pays: Structural pay tracks how much sound design you can produce and stamp. AI that writes reusable, verifiable calc scripts turns repetitive hand calcs into seconds, so you deliver more designs per week and take on the complex work that pays — the throughput behind a principal's earnings.
Python (with ChatGPT/GitHub Copilot)ClearCalcsSkyCiv
1
Have ChatGPT or Claude write a documented Python script for a recurring calc, then validate it against a known hand calc before you trust it on real projects.
2
Generate a transparent, code-referenced calculation you can verify line by line.
Copy-paste this prompt
Write a documented Python script that designs a [steel wide-flange beam] for [span, loads, deflection limit] per [AISC 360, ASD or LRFD]. Comment every equation with its code reference, check flexure, shear, and deflection, report the demand-capacity ratios, and flag any check that governs. Note the assumptions and the limits of applicability so I can verify the engineering myself.
Verify the script against a hand calc and the actual code before any project use — AI can misapply a formula, unit, or limit. You own and seal the result.
What you'll haveFast, reusable, verifiable calcs — the design throughput that lets you bill more complex work toward the top of the range.
2
Navigate code instantly and catch errors
Why this pays: Deep, fast command of ASCE 7, AISC, ACI, and IBC is what separates a reviewer from a drafter, and clean QC is what earns the PE and senior roles. AI as an always-available code tutor and second set of eyes accelerates both — the competence that gets you promoted and licensed.
ChatGPTClaudeSkyCiv
1
When a code question arises, ask ChatGPT or Claude to explain the provision, walk a worked example, and point you to the section — then confirm against the actual code text.
2
Use AI to sanity-check a design decision and surface the code checks you might have missed.
Copy-paste this prompt
For a [structure/element, e.g. cantilevered retaining wall / moment connection], list every load case and code check I must satisfy under [governing codes: ASCE 7, ACI 318 / AISC 360, IBC], including serviceability and any seismic detailing requirements. Then give me a worked example for the governing check with the equations and section references. General guidance — I will verify against the adopted code.
AI can cite the wrong edition or miss a local amendment — always verify against the code adopted in your jurisdiction. Judgment stays with the engineer.
What you'll haveFaster, more complete code compliance and cleaner QC — the technical command that earns the PE/SE and senior roles.
3
Optimize the design to save material and win work
Why this pays: A lighter, cheaper structure that still meets code wins bids and delights clients — and material efficiency is a direct, quantifiable value you can market. AI-assisted parametric and generative studies let you find those savings fast, the differentiator that brings in work and commands principal-level pay.
Autodesk FormaGrasshopper + RhinoETABS / SAP2000
1
Set up a parametric study in Grasshopper + Rhino or explore massing options in Autodesk Forma, then confirm the promising schemes in ETABS or SAP2000.
2
Use AI to design the optimization study and interpret the trade-offs.
Copy-paste this prompt
I want to optimize a [structural system, e.g. steel floor framing bay / concrete flat plate] for minimum material while meeting [strength, deflection, vibration] criteria under [loads/code]. Help me define the parametric study: which variables to sweep (member sizes, spacing, depth), the constraints and objective, and how to interpret the cost/weight vs. performance trade-off. List what I must independently verify before adopting a scheme.
Optimization output is a candidate, not a design — run the full code checks and apply engineering judgment on constructability and safety before you commit.
What you'll haveLighter, lower-cost designs you can quantify — the material efficiency that wins bids and lifts you toward principal pay.
4
Speed BIM coordination and drawing review
Why this pays: RFIs, rework, and coordination clashes eat schedule and fee. Moving faster and cleaner through shop-drawing and submittal review, and catching clashes early, protects the fee and the project — the reliability that makes you the engineer clients request and firms promote.
Tekla StructuresAutodesk RevitBluebeam Revu
1
Use Revit/Tekla for the model and Bluebeam for markups, and have ChatGPT build you review checklists so nothing slips through submittal and shop-drawing review.
2
Generate a rigorous, connection-specific review checklist.
Copy-paste this prompt
Create a shop-drawing review checklist for [element, e.g. steel moment connections / precast panel connections]. Include the dimensional, material, weld/bolt, and detailing items to verify against the design, the common fabrication errors to watch for, and the code/detailing requirements that apply. Format it so I can check off each item during review.
The checklist speeds review; the engineering review and approval are yours. Verify each item against the contract documents and code.
What you'll haveFaster, more thorough drawing review and fewer RFIs — the coordination reliability that protects fee and builds your reputation.
5
Pass the PE/SE and specialize with an AI tutor
Why this pays: The PE license, and then a specialty like seismic or tall-building design, are the single biggest pay jumps in structural engineering. An AI tutor that drills you on weak topics and generates practice problems gets you there faster and keeps you sharp in your niche.
ChatGPTClaudePPI / School of PE materials
1
Have ChatGPT or Claude build a PE/SE study plan around your weak topics and generate practice problems with full worked solutions to drill them.
2
Turn a shaky topic into targeted, exam-style practice.
Copy-paste this prompt
Act as a PE/SE exam tutor. My weak area is [topic, e.g. seismic base shear and story drift under ASCE 7 / concrete shear design under ACI 318]. Explain the concept clearly, then give me five exam-style problems of increasing difficulty with complete worked solutions and the code references. Point out the mistakes examinees most commonly make on this topic.
Cross-check AI's solutions against official references and code — a tutor for practice, not an authority. The exam and the license test your own judgment.
What you'll haveA faster path to the PE/SE and a marketable specialty — the credentials that drive the largest pay jumps toward $175,940.
Your 12-month sequence to the top of the range

How the plays above stack into a path from median pay toward the $175,940 tier.

Month 1
Have AI write and document one reusable calc script; validate it against a hand calc and put it to work. Verify every result.
Months 2-3
Make AI your on-demand code tutor for ASCE 7/AISC/ACI and build review checklists that sharpen your QC.
Months 3-6
Run an AI-assisted optimization study on a real system to save material, and confirm schemes in ETABS/SAP2000.
Months 6-12
Drill the PE/SE with an AI tutor and build depth in a specialty — the credentials and niche that drive the biggest pay jumps.
Gear for this job

As an Amazon Associate, PayCrunch earns from qualifying purchases. Links to books and tools are for the job on this page; we only recommend what we’d use in the work.

AISC Steel Construction Manual 16th

Same live AISC 16th already on ironworker. This page’s code-tutor play names AISC 360 next to ASCE 7, ACI 318, and IBC. Shop copy of the current steel manual the AISC 360 checks are scored against. Not leftover PE Civil Reference Manual as the lead (that is civil-engineer) and not 2024 IBC alone.

Next steps for a Structural Engineer

Some links below are affiliate or partner links. PayCrunch may earn a commission if you enroll or subscribe through them, at no extra cost to you. Wage figures on this page still come from the Bureau of Labor Statistics, not from these programs.

Structural Engineer work is specific enough that a stamped 'check out these courses' block would be noise. BLS files this work as Civil Engineers (SOC 17-2051). O*NET Job Zone 4 is typical: a bachelor's degree, so the honest next credential is a professional certificate or bachelor's-level coursework — not a random catalog dump.

The occupation's listed knowledge areas include Engineering and Technology and Design; the links search those subjects, not a generic 'career courses' list.

Structural Engineers in this dataset list Apache Subversion SVN among the tools in use, so a program that names that stack is a better fit than a survey course.

Engineering And Technology programs on Coursera for Structural Engineer work

Coursera search for engineering and technology — a professional certificate or bachelor's-level coursework that lines up with engineering, not a generic professional-development aisle.

Engineering And Technology courses on edX

edX search for engineering and technology, aimed at engineering (SOC 17-2051). Same field as the Coursera link, different university catalog.

Screened remote and flexible Structural Engineer listings on FlexJobs

FlexJobs screens remote, hybrid, freelance, and flexible listings so you are not wading through unverified ads. This is a job-board search for Structural Engineer work, not a claim that they list a counted SOC 17-2051 inventory.

Build a Structural Engineer resume on Resume Now

Write a Structural Engineer resume, or one aimed at Natural Sciences Managers, instead of a blank template. Resume Now is a resume builder; we are not claiming a counted template set for this SOC.

Build a Structural Engineer resume on Zety

A Structural Engineer resume that names the actual tasks on this page, or the step-up title Natural Sciences Managers, beats a blank template when you apply.

What Structural Engineers earn by state

These are the Bureau of Labor Statistics’ own figures for Civil Engineers, state by state — not a cost-of-living adjustment applied to the national number. Only states employing at least 500 people in the occupation are shown, because a state median drawn from a handful of workers is noise rather than a signal.

California
$122,500
highest of them · +21% vs the national median
Puerto Rico
$61,060
lowest of the 53 states and territories that qualify · -39% vs the national median
The same job pays $61,440 more a year at the median in California than in Puerto Rico — 101% higher. That gap is what the Bureau measured, before any question of what it costs to live in either place. California also carries the top of this job’s range, $175,940 — the figure quoted at the head of this page.
California$122,500Alaska$114,730Washington$110,000Massachusetts$106,730Louisiana$105,380Oregon$105,250New Jersey$104,660Nevada$104,310

Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics, May 2025, SOC 17-2051. 53 states and territories clear the 500-employee reporting floor for this occupation; those below it are left out rather than shown with a wide error band.

Free data. Use any of it.

PayCrunch publishes verified, BLS-sourced salary + AI-playbook data on 1,000+ professions — free, no signup.

Frequently asked
Will AI replace structural engineers?
No. Someone licensed must exercise engineering judgment, catch the bad assumption, and legally seal the design — AI cannot hold a stamp or the liability for public safety. AI accelerates the calcs, code lookups, and iteration, but the engineer decides and is responsible. Those who master it design faster and optimize better; those who don't fall behind on both fee and speed.
Can I trust an AI-generated calculation?
Only after you verify it. AI can misapply a code equation, use the wrong load combination, or slip a unit — and it will present it confidently. Always validate against the governing code and an independent hand calc, especially for anything that governs the design. The number you carry forward and seal is entirely your responsibility.
Is it safe to put project data into AI tools?
Keep proprietary and client-confidential project information out of consumer AI, or de-identify it first. Use general tools for code questions, calc scripting on generic parameters, and study; use your firm's licensed engineering software and any enterprise-approved AI for actual project models. Never let AI make a safety or code decision — that's the engineer's job.
How does AI actually increase a structural engineer's pay?
By raising your design throughput and your value. AI-scripted calcs and faster code work let you produce and stamp more, and take on the complex jobs that pay; optimization studies create quantifiable material savings that win work; and AI tutoring speeds you to the PE/SE and a specialty — the credentials behind the biggest raises. Efficiency plus licensure plus a niche is what moves you toward $175,940.
Which AI tool should a structural engineer start with?
A general assistant (ChatGPT or Claude) for calc scripting, code navigation, and exam prep — it delivers value immediately and costs little. Add SkyCiv or ClearCalcs for cloud analysis and clean calc reports, and lean on your firm's ETABS/SAP2000/Revit for project work. Start with automating one calc you do every week.
Methodology & sources
  • Salary (median, 10th, top of the range) — U.S. Bureau of Labor Statistics, OEWS.
  • By state — the Bureau of Labor Statistics’ own state medians, limited to states employing at least 500 people in the occupation. No cost-of-living arithmetic is applied to a wage anywhere on this page.
  • The plays — PayCrunch's own step-by-step guidance using publicly available AI tools. Tool names/URLs are real and current as of August 2026; prompts written to work as-is. Verify any professional output before relying on it.

Sources