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The traffic engineer whose reports build themselves

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

Traffic 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 degree in Civil 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 Traffic EngineerReviewed September 2026

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

Julius AINEWFree / $20 mo

AI data analyst that runs statistics and charts from plain-language prompts.

How a Traffic Engineer uses it: analyze datasets and generate figures without writing code

NotebookLMNEWFree / $7.99 mo

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

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

ElicitFree / $12 mo

AI research assistant that finds and summarizes papers.

How a Traffic Engineer uses it: run a literature review and extract findings across dozens of papers fast

ConsensusFree / $9 mo

AI search that answers questions from peer-reviewed research.

How a Traffic Engineer uses it: get evidence-backed answers with the studies behind them

SciSpaceFree / paid

AI that explains papers and helps with literature review.

How a Traffic Engineer uses it: decode dense papers and trace citations quickly

SciteFree / $20 mo

Shows whether other studies support or contradict a paper's claims (Smart Citations).

How a Traffic Engineer uses it: check if a finding is actually backed by the wider literature before you cite it

ChatGPTFree / $20 mo

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

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

Google GeminiFree / $20 mo

Google's AI assistant, built into Gmail, Docs, and Search.

How a Traffic Engineer uses it: draft and reply inside Google Workspace and research without leaving the page

The desk that keeps a city moving

A traffic engineer spends the week on streets that already exist and on streets a developer wants to change. The work is judgment about how people and vehicles get through a place: where a signal belongs, whether a driveway will back up a lane, how a bus stop interacts with people walking, what to say when a neighborhood asks for slower traffic. The engineer reads counts, crash summaries, and plans, then writes a recommendation a city council, a state reviewer, or a client can follow. The recommendation is in words and in a plan set, the product a council can actually use.

A morning might start with a resident complaint about a crossing, a school that wants a new arrival pattern, or a site plan for a grocery store. The engineer looks at the street as it works today, talks with the planner and the public-works lead, and decides what is actually known. Sometimes the answer is a signal change. Sometimes it is a turn lane, a median, or a refusal to add a driveway where the queue already fails. Sometimes the answer is that the city should watch the location for a season before spending money. Writing that "not yet" clearly is as much the job as drawing an improvement.

Public meetings are part of the profession, not an interruption. People arrive angry about speed, parking, or a closure that lasted too long. The engineer explains the constraint without talking down: the crossing has to serve a person on foot and a person in a car, the bus has to stop somewhere, the fire department has to get through. You do not win the room by inventing a precise promise the street cannot keep. You win trust by saying what the city can change, what it cannot change, and when the next review will happen.

Consulting firms do the same thinking for cities that do not keep a full staff, and for private developers who need a study before a hearing. A state transportation department does it for corridors that cross many towns. The tools differ. The duty is similar: leave a record that another engineer can check, and do not hide a weak assumption inside a confident sentence. Traffic engineering is civil engineering aimed at movement. Highway maintenance is a different assignment, and so is the flagger's station at the edge of a work zone.

The professional engineer licence

The credential that matters is the professional engineer licence, granted by the state engineering board. It is the legal authority to take responsibility for engineering work offered to the public. On a traffic project, that responsibility shows up as a seal on a plan, a study, or a recommendation the city will build. The board in the state where the project sits is the body that grants the licence. A licence from one state does not automatically cover work in another. Many engineers hold more than one, through the reciprocity that state boards arrange. Ask the board, not a coworker, before you seal anything across a line.

People reach the licence by a path the board recognizes. A bachelor's degree in civil engineering is the usual academic piece, preferably from a program built for licensure. After the degree comes supervised practice under someone who already holds the licence, doing real traffic work: studies, plans, reviews, and public explanations. The board then grants the professional engineer licence to the person who has met its requirements. Talk about the licence itself: who grants it, what it proves, and how supervised practice prepares you. What it proves is that the state allows you to be the engineer of record. What it does not prove is that you know every city's politics.

Early jobs often happen before the seal is in hand. A junior engineer can draft, count, and write under a licensed engineer who reviews the product. Say that clearly in an interview. "I prepared the memo; a licensed engineer signed it" is an honest sentence and a strong one. Pretending you already seal work, when you do not, is a reason for a city engineer to end the conversation. If your state offers an intern enrollment on the way to the licence, treat it as a milestone the board records, not as a substitute for the licence. Employers like to see the direction. They still need a licensed person on the seal.

Keep the board's rules close when the career moves. A promotion into management does not erase the licence, and a move into a firm that works in several states may require another board's grant. The licence is personal. The firm's reputation does not replace it. When you negotiate pay, the licence is one of the few facts that cleanly separates a junior drafter from the engineer who can send a plan to bid. Use it that way, without turning it into a speech about how hard the path felt.

Getting hired

Cities, counties, state departments, and consulting firms hire traffic engineers. The posting may say civil engineer, transportation engineer, or traffic engineer. Read the duties. If the week is signals, corridor studies, site-plan review, and public meetings, you are in the right pile even when the title says civil. If the week is bridge inspection or wastewater, it is a different seat in the same broad profession. Your materials should show the movement work: a corridor you helped study, a hearing you attended, a plan you drafted under supervision, a memo that explained a choice to a non-engineer.

Hiring managers listen for how you handle incomplete information. They may describe a congested approach to a school and ask what you would want to know before you recommended a signal. A good answer asks about people walking, the bus, the crash history, and what the city is willing to maintain. A weak answer jumps to a gadget. They also listen for writing. Traffic work dies in jargon. If you can narrate a project so a council member would stay with you, you are ahead of a candidate who can only name software.

Public agencies hire on a schedule, with a classification and a posted range you should read before you invent a number. Firms hire when a contract arrives, and they care whether you can be billed to a municipal client. Ask who reviews your work, whether you will meet the client, and how long people usually take to move from draftsperson to project engineer. Ask whether the office actually seals traffic studies or only lends staff to roadway designers. Both can be good jobs. They teach different reputations, and the second one may not make you a traffic engineer if you never own the recommendation.

Pay, with the civil series named once

These wages are Occupational Employment and Wage Statistics for May 2025, published under Civil Engineers. That series is broader than traffic work alone, so a bridge seat and a traffic seat share the chart. The range opens at $68,240. The middle of the national figures is $100,840. The distance from the opening figure to that middle is $32,600. The high end of the published range is $175,940, which sits $75,100 above the national middle. The state medians below are a different kind of number from that high end. Learn the list in the order given, then come back to the high end, which belongs to the last state on the list.

Louisiana's middle wage is $105,380. Massachusetts's middle wage is $106,730. Washington's middle wage is $110,000. Alaska's middle wage is $114,730. California's middle wage is $122,500. California's middle wage is the highest median, and it sits $21,660 above the national middle of $100,840. Every figure in that list is a median. Louisiana is first. California is last. Do not reverse them when you repeat the list to a hiring manager, and do not treat the last name as more "advanced" in a professional sense. It is simply the highest median in this set.

California counted twice

California holds the highest median, $122,500, and also holds the high end of the published range, $175,940. Those are different statistics. The median is the middle wage. The high end is the top of the published range. They share a state and they do not share a meaning.

The spread between the highest published state median and the lowest published state median is $61,440. That gap is about medians across the map. It is not California's high end, and it is not a sum you add to $100,840. Alaska's $114,730 and Washington's $110,000 are strong middle wages, still medians, still below California's median, and far below $175,940. Massachusetts's middle wage of $106,730 and Louisiana's middle wage of $105,380 sit nearer the national middle and still above it. An offer in Louisiana that matches $105,380 can be a solid offer. It does not become a weak offer just because California's median is higher.

Using the figures when an offer arrives

Put the national pair on the table first. The series opens at $68,240. The national middle is $100,840, and the step between them is $32,600. A new graduate working under a licensed engineer, without the seal, is closer to the opening figure than to the middle. The honest ask is how the office moves someone across that $32,600: a finished licence, a project you managed, client contact, or a specialty in signals or corridor studies. Write down the answer. A promise of "competitive pay" without a duty attached fails as a plan.

Once you hold the professional engineer licence and you sign traffic work, the national middle is a fair anchor, and the state median is the local one. If the job is in California, the highest median is $122,500, which is $21,660 above the national middle. You can say that $122,500 is the middle wage, and that $175,940 is only the high end of the published range. Ask which of those the firm has in mind, and what responsibility separates them. A project engineer who seals routine site studies should not quote $175,940. A principal who wins municipal contracts and stamps the hard ones can ask how close the role sits to that high end, $75,100 above the national middle, without pretending the high end is typical.

Match the other states the same way, in the same order you learned them. Louisiana's median is $105,380. Massachusetts's median is $106,730. Washington's median is $110,000. Alaska's median is $114,730. Then California again, last, at $122,500. If you are choosing between Washington and Massachusetts, compare $110,000 with $106,730 as medians, and then compare the actual offers with those medians. Do not borrow California's $175,940 to judge a Washington offer. Do not borrow Alaska's $114,730 as if it were a national typical wage. The national typical wage is $100,840.

Public classifications sometimes publish a starting step and a later step. Lay the starting step beside $68,240 and the later step beside the state median and beside $100,840. A schedule that begins near the opening figure and can reach the state median is a career path with numbers. A schedule that tops out under $68,240 is a hard match for a licensed engineer, and you should say so with those figures rather than with a complaint about fairness. Benefits and a pension can be discussed in words. Do not invent a cash value for them and add it to the Bureau figures. The cash comparison stays on $68,240, $100,840, $175,940, and the median of the state where the desk sits.

After the first seal

The early licensed years are about becoming the person a city will call when a corridor is politically hot and technically messy. You learn one place well: its signals, its development pattern, its habits in a hearing. You learn to write so the recommendation can be checked. Senior engineers notice who can be left with a client. That is the path to project engineer and, later, to the city traffic engineer or the firm's traffic lead. Management is a fork, not a requirement. Some of the best paid technical people stay on studies and seals and never run an office.

A move from a city to a firm, or the reverse, changes the week more than the licence. The city engineer lives with what gets built and maintained. The consultant lives with proposals, deadlines, and a client who may or may not take the advice. Either path can reach toward the upper part of the range. Neither path turns $175,940 into a median. When you change jobs, restate the statistics in plain order: opening figure $68,240, national middle $100,840, state medians from Louisiana's $105,380 through California's $122,500, and California's high end of $175,940 kept separate because it is a different statistic from California's median.

Protect the boundary around the work. You recommend. You do not hand a crew a field procedure for building a zone, and you do not bury a policy choice inside fake precision. If a number in a study is uncertain, say so in the memo the council will see. The licence is the public's reason to believe you know the difference. Pay, from $68,240 through $100,840 and on toward a state median or, rarely, toward the $175,940 high end, follows engineers who can be trusted with that difference.

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

$175,940what Traffic 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

A traffic engineer in the middle of this range spends evenings assembling exhibits and memos; the one at the top wrote the scripts that assemble them and spends those hours on design alternatives and agency relationships instead.

The billable core of this job is judgement: identifying design alternatives, gathering and analysing data to forecast demand, evaluating how existing systems operate to find efficiency, giving technical direction to junior engineers and CAD technicians. Around it sits a wall of production — exhibits out of Autodesk AutoCAD Civil 3D or Bentley MicroStation, count summaries, memo after memo of technical support to government agencies, each one assembled by hand from the last one. Engineers who script that production with Bash, batch their ESRI ArcGIS software outputs, and use an assistant to draft the standard memo sections get their week back. The billable ratio changes, and so does the seniority conversation.

Your playbook, by where you are now

Just startingAutomate your own deliverable first

  1. Time yourself for two weeks and find which exhibit or summary you rebuild most often; that is your first target.
  2. Template the recurring memo so only findings change, then have Claude draft the boilerplate sections from your notes and check the numbers yourself.
  3. Learn enough Bash to batch plot sets and rename deliverables instead of clicking through Adobe Acrobat one file at a time.
  4. Get your demand forecast spreadsheets under Apache Subversion SVN so a reviewer can see what changed between submittals.
  5. Ask the engineer who reviews your work which three comments they write most; eliminate those from your drafts permanently.

What proves it: One recurring deliverable that now takes a fraction of the time, with the before and after documented.

Realistic span: the first two years

A few years inAutomate the office's, not only yours

  1. Turn your templates into the office standard for corridor studies and drainage runoff collection network submittals.
  2. Build the ESRI ArcGIS software workflow that produces study exhibits from source data rather than from a redrawn base.
  3. Take technical direction of CAD technicians so you can standardise what they produce instead of correcting it afterward.
  4. Use a model to summarise long agency comment sets into an action list, then verify each item against the actual letter.
  5. Present the time recovered to a principal in hours and utilisation, which is the only language a firm prices work in.

What proves it: A firm-wide template and workflow other project managers use on their own jobs.

Realistic span: years three through eight

ExperiencedTrade production for the client relationship

  1. Take the agency-facing seat: technical support calls, council presentations, and the alternatives discussion before scope is written.
  2. Own scoping and fee for corridor and water resource work, since the person who sets the fee is the person who is retained.
  3. Get licensed in the states where your firm chases work, and put California on that list; it pays this work best.
  4. Build a group around the automation you wrote, and let junior engineers inherit the tooling rather than rebuild it.
  5. Move toward a natural sciences or engineering management role if you would rather set the technical direction than draw it.

What proves it: Named responsibility for scope, fee and agency relationship on repeat work.

Realistic span: year nine and beyond

The next 90 days

Spend the next ninety days instrumenting your own week. Log every hour against the deliverable it produced, and separate the hours that required an engineering decision from the hours that moved data between formats. Pick the largest block in the second column and remove it: a template, a batch script, a model-drafted memo skeleton you correct rather than compose. Then measure again. A traffic engineer who can walk into a review and say precisely how many hours per project came back, and what design alternatives work went into those hours instead, is making an argument a principal can act on. Vague requests for more responsibility are not.

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

Careers related to Traffic 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).

Open ChatGPT or Claude and aim it at your data pipeline first. Traffic engineering runs on data — turning-movement counts, speed studies, crash records, travel times. Have the AI write Python or spreadsheet scripts that clean count data, compute peak-hour factors and warrants, and roll raw numbers into the tables your studies need. Describe the format and the calculation; validate the script against a hand-worked example before you rely on it.

For the technical work, the specialist software is non-negotiable: Synchro/SimTraffic for signal timing and capacity, PTV Vissim for microsimulation, and HCS for Highway Capacity Manual analysis. Use Perplexity to pull the exact MUTCD or HCM provision, and confirm it on the primary source before it drives a design.

The one rule, forever: AI supports the analysis; it never signs the design. A licensed PE must verify every capacity result, signal-timing plan, and safety recommendation against the governing standards (MUTCD, HCM, AASHTO, and local codes) and real field conditions before it is sealed — a wrong phase split or an unwarranted signal is a public-safety hazard. Never let AI-generated calcs or plans go out unchecked, and keep confidential crash records and client project data out of consumer AI tools.
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 the traffic-data pipeline end to end
Why this pays: Every study starts with reducing raw counts, speeds, and crashes into clean tables — hours of tedious, error-prone work. Scripting it with AI means you finish studies faster and take on more, the throughput that moves a traffic engineer up the billable ladder.
ChatGPTPython + pandasMiovision
1
Collect counts with AI-video tools like Miovision where available, then use ChatGPT to script the reduction of raw turning-movement, speed, and volume data into study-ready tables.
2
Build a reusable count-analysis tool and validate it.
Copy-paste this prompt
Write a documented Python script that takes 15-minute turning-movement count data (CSV: timestamp, approach, movement, volume) and outputs peak-hour volumes, peak-hour factor by approach, and a formatted AM/PM peak-hour summary table. Then check the MUTCD signal warrants that depend on volume (Warrant 1, 2, 3) and flag which are met. Run it on this sample [paste data and hand-computed answers] and confirm it matches.
Validate against a hand calculation before trusting the script on real data, and confirm warrant thresholds against the current MUTCD. A missed or mis-computed warrant has legal and safety weight.
3
Reuse the scripts across projects — crash-rate calculations, gap studies, travel-time processing — so data reduction stops eating your billable hours.
What you'll haveData reduction cut from hours to minutes on every study — more studies completed per month at higher accuracy.
2
Speed up Synchro, Vissim, and HCS modeling
Why this pays: Capacity analysis and microsimulation are the technical core of the job and the deliverable clients pay for. Setting models up faster and QA-ing results with AI means more design alternatives tested per fee — and fewer costly reruns before review.
Synchro / SimTrafficPTV VissimHCS (Highway Capacity Software)
1
Build and time your networks in Synchro/SimTraffic, run microsimulation in PTV Vissim, and confirm capacity/LOS in HCS — these produce the sealed results. AI supports the setup and interpretation, not the analysis of record.
2
Use AI to reason through modeling choices and interpret results before you present them.
Copy-paste this prompt
I'm analyzing a [four-leg signalized intersection failing at LOS F in the PM peak]. Walk me through the levers that most affect delay and LOS in a Synchro/HCM analysis: cycle length, phase splits, offsets for coordination, protected vs permitted left turns, and lane geometry. For each, explain the trade-off and what a reviewer would question. Then suggest which alternatives are worth modeling first and why.
Use it to structure your alternatives and anticipate review comments — not to pick the timing plan. You verify every result against the HCM and field conditions and seal it.
3
When Vissim results look off, describe the network, inputs, and outputs to the AI to help spot a calibration error, a bad driving-behavior parameter, or an input typo faster.
What you'll haveMore alternatives modeled and cleaner QA per fee — defensible LOS and timing results delivered on schedule.
3
Draft traffic impact and safety studies at speed
Why this pays: The traffic impact study (TIS) and road-safety audit are the billable deliverables. AI that turns your validated analysis into a well-structured, standards-referenced report shortens the delivery cycle and lets you run more projects — the path to project-manager comp.
ClaudeChatGPTPerplexity
1
Feed your validated results and site data to Claude and have it draft the standard TIS sections — existing conditions, trip generation, distribution, capacity analysis, and mitigation — in your firm's format.
2
Ground trip generation and mitigation in the right references.
Copy-paste this prompt
Draft the trip-generation and mitigation sections of a Traffic Impact Study for a [180-unit apartment development with ground-floor retail] on [a two-lane arterial]. Use ITE Trip Generation land-use codes [leave the code and rates as placeholders for me to insert], describe the trip-distribution and assignment approach, and outline typical mitigation options (signal timing, turn lanes, access management) with the standard each references (MUTCD, AASHTO, local). Leave every number as a [bracketed placeholder].
Insert every ITE rate, volume, and computed number yourself from your analysis, and verify each cited standard. The PE seal means you personally checked it.
3
Use Perplexity to confirm the current MUTCD edition, HCM version, and any local ordinance you cite before the report is issued.
What you'll haveStandards-referenced studies drafted faster — a shorter delivery cycle and capacity for more concurrent projects.
4
Turn crash data into a safety and grant-winning specialty
Why this pays: Safety analysis — Highway Safety Manual work, systemic studies, and HSIP grant applications — is high-value, funded work. AI accelerates the crash-data analysis and grant writing that win these projects, a specialty that lifts you above the general pool.
ChatGPT (Advanced Data Analysis)ClaudePerplexity
1
Use ChatGPT's data-analysis to process crash records — collision types, severity, time-of-day and location patterns — and identify high-crash locations and contributing factors (de-identified data only).
2
Build the safety case and the funding application.
Copy-paste this prompt
I have de-identified crash data for a [1.5-mile urban corridor] showing a cluster of rear-end and angle crashes near two intersections. Help me structure a systemic safety analysis: likely contributing factors, candidate countermeasures with their CMFs from the CMF Clearinghouse [I'll insert values], expected crash reduction, and a benefit-cost framing. Then outline an HSIP grant application: eligibility, required elements, and the strongest case for funding this project.
Use only de-identified crash data in consumer tools, insert real CMF values yourself from the CMF Clearinghouse, and verify grant requirements with the funding agency.
3
Develop the niche: propose data-driven safety projects to your agency clients and let AI accelerate the analysis and grant writing that fund them.
What you'll haveA funded safety-analysis specialty — the high-value, differentiated work that lifts you toward the top of the band.
5
Master standards and become the PE who leads
Why this pays: The engineer who can instantly cite and correctly apply MUTCD, HCM, and AASHTO across a project earns the reviewer and PM roles. AI-accelerated mastery and study get you licensed and technically authoritative — the credentials behind $175,940.
NotebookLMPerplexityChatGPT
1
Load the MUTCD, HCM, and your state design manual into NotebookLM and query them for grounded, cited answers instead of hunting through PDFs.
2
Use AI to prep for the PE (Transportation) exam and to sharpen design judgment.
Copy-paste this prompt
Act as a PE Transportation exam tutor. Quiz me on [signal timing and capacity analysis]: give me an HCM-style problem with turning volumes and geometry, let me solve it, then show the full worked solution and the exact HCM methodology and equations used. Point out the mistake engineers most commonly make on this problem type.
Ground the model in real standards and verify its worked solutions against the HCM. Use it to learn the methodology, not to shortcut it.
3
As you gain authority, own the standards-QA role on your team — the reviewer who catches errors and mentors juniors is on the PM/principal track.
What you'll haveDeep, cited command of the standards and the PE license — the technical authority that leads to project-manager comp.
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
Script your count-reduction and warrant checks with ChatGPT/Python and validate against hand calcs; kill the tedious data work.
Months 2-3
Use AI to set up and QA Synchro/Vissim/HCS models faster and to draft TIS sections while you insert every number.
Months 3-6
Confirm standards fast with NotebookLM/Perplexity and start an AI-accelerated PE study plan.
Months 6-12
Build a crash-data safety specialty — HSM analysis and HSIP grant writing — with AI on de-identified data.
Year 2
Earn the PE, own standards QA and safety-grant work, and step into project management — the route to $175,940.
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.

McKinney Python for Data Analysis, 3rd

Same live O’Reilly 3rd already on data-scientist / python-developer / market-research-analyst. This page names Python + pandas as a play tool for count-reduction and warrant checks. Not CompTIA Data+ and not leftover PE Civil Reference Manual as the lead (that is civil-engineer).

Next steps for a Traffic 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.

Traffic 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.

Traffic 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 Traffic 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 Traffic 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 Traffic Engineer work, not a claim that they list a counted SOC 17-2051 inventory.

Build a Traffic Engineer resume on Resume Now

Write a Traffic 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 Traffic Engineer resume on Zety

A Traffic 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 Traffic 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 traffic engineers?
No. AI can't stand at an intersection and judge driver behavior, negotiate with a city council, seal a signal-timing plan, or take legal responsibility for public safety. It removes the data reduction, model setup, and report boilerplate, freeing you for design judgment and stakeholder work. The traffic engineer who automates the grunt work simply delivers more studies — and better safety analysis — than the one who doesn't.
Can AI do my Synchro or Vissim analysis?
It can help you set up the model, reason through alternatives, and troubleshoot results, but the analysis of record runs in the validated software with inputs you chose and calibrated. AI can be confidently wrong, so every LOS result, phase split, and warrant must be verified against the HCM/MUTCD and field conditions before you seal it. Treat AI as a smart assistant, not the analyst.
Is it safe to put crash or project data into ChatGPT?
Only de-identified crash data and non-confidential project information. Keep personally identifiable crash records, confidential client data, and any protected information out of consumer tools; use enterprise tiers with retention controls for sensitive work. Follow your agency's and firm's data policies — the analysis stays yours regardless of the tool.
How does AI actually raise a traffic engineer's pay?
Comp scales with the PE license, billable throughput, and specialization. AI cuts the unbillable data reduction, model setup, and report drafting so you complete more studies per month, and it accelerates the study and safety/grant work that get you licensed and into high-value niches — where the project managers and practice leads at $175,940 sit.
What's the highest-leverage AI skill for a traffic engineer to build first?
Scripting the data pipeline. Turning raw counts, speeds, and crash records into clean, warrant-checked tables touches every project and eats the most low-value time. Master that, then add AI-assisted modeling QA and standards lookup — and reinvest the saved hours into safety analysis and the PE, which is what actually moves your income.
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