EXPOSED
Almost nothing a trucker does is text-on-screen work, so language models barely touch the job — but this is the one occupation where the automation threat comes from the vehicle itself, and driverless freight is already running paid loads on Sunbelt interstates. The long-haul, dry-van, hub-to-hub segment is the most exposed; the surviving work is the messy end — backing into tight urban docks, tarping and strapping flatbed, hazmat and tanker runs, local multi-stop delivery, and being the person who signs for the freight and deals with the customer. CDL, medical certification, and hours-of-service rules force a qualified human into the seat today, but that is a regulatory shield tied to current FMCSA rules, not a permanent one.
Dipped in 2020, then grew past where it started.
Median pay $45,260 → $58,640 +3.7% in real terms
This line is counted by the Bureau of Labor Statistics — the one figure on this page that isn't a judgement of ours. Headcount moves on demand, offshoring, demographics and the business cycle, and automation is one term among several, often not the loudest.
So a falling line is not evidence that AI did it, and a rising one is not evidence that it won't. Both happen in this register: some occupations resist automation and shrink anyway, others are highly automatable and keep growing. The marked year is 2020.
BLS projection, 2024–2034
+4% 2,235,100 → 2,324,400 on the projections basis
Growing, and only partly exposed
The BLS expects +4% more of these jobs by 2034, and at 48/100 the work is only partly exposed — some tasks are automatable, the core of the job is not. Nothing here is in tension.
Different clocks. The score is what current AI could do to this work today. The projection is how many of these jobs will exist in 2034. Everything between the two — how fast employers actually adopt, whether demand grows in the meantime — is why they can point opposite ways without either being wrong.
~237,600 openings a year on average, including replacing people who leave.
DriverHaulerJockeyJumperTruckerCar PilotTruck HopVan DriverBull DriverCar FerrierCity DriverCoal HaulerDrip PumperFeed HaulerGoat DriverLine DriverMilk DriverMilk HaulerRoad DriverSand HaulerSemi DriverTank DriverTeam DriverCream Hauler
Holding it up: embodiment . Weakest point: trust premium .
Mixed — a routine tier and a judgment tier The 11-hour driving shift itself is the part Aurora and Kodiak are already running unmanned on I-45, which caps this well below 14 — but pre-trip inspections under 49 CFR 396.13, chaining up in a Wyoming snowstorm, blindside-backing into a 45-degree dock in a Brooklyn alley, and load securement per 393.100 still require hands and eyes at the vehicle, which is why it sits at 12 rather than in the automatable band.
Hands-on in uncontrolled environments You are in a moving 80,000-lb machine in weather, traffic, and construction zones you do not control, climbing on a flatbed to throw tarps and crank winch straps, cranking landing gear, and pulling fifth-wheel pins in mud — 15 rather than 18 or 20 only because most hours are spent seated in a climate-controlled cab on paved highway, not because the work isn't physical.
Certification preferred, not legally required A Class A CDL with a DOT medical card, endorsements for hazmat/tanker/doubles, and a personal HOS logbook that can be audited back at you puts this above certification-preferred territory — but it lands at 9, not 15, because carrier and shipper insurance absorbs the crash exposure, the motor carrier holds the operating authority, and FMCSA is actively writing exemption pathways for driverless CMVs, so the licence gate is administrative rather than a personal professional liability you carry the way a surveyor stamps a plat.
Meaningful discretion Deciding to shut down before a bridge you don't like the look of, refusing an unsafe load, or overriding dispatch to park during freezing rain are real calls with your CDL behind them — but dispatch sets the route, ELDs enforce the clock, and the customer sets the appointment, so most of the day is executing someone else's plan, which is 8 and not 13.
The verdict above describes this occupation as a whole. Almost nobody does the typical version of a job — tick what's actually in your week and see how your own mix sits.
Your task mix speaks to task resistance (12/20 here) — how much of the day's work current AI already does. That is the dimension the boxes above are about.
It cannot move the other three. Liability shield (9/20) is whether the law requires a licensed human to sign. Trust premium (4/20) is whether buyers specifically pay for a person. Judgment and accountability (8/20) is whether the role exists to own consequential calls. Those are facts about the occupation's standing, not about which tasks are in your week — a paralegal who does only trial exhibits still holds no licence. Together they are 21 of this occupation's 48 points (44%).
Embodiment (15/20) is also a property of the work rather than the worker, but we don't tag individual tasks as physical or not, so the picker can't tell you anything about it. That's a limit of this tool, not a claim.
Did we get the list right? Tell us what's missing — the tasks are written from the outside, and you're reading this from the inside.
Locomotive Engineers EXPOSED
The moves above are yours to make. This is the other half: what would have to change in the world for the occupation itself to score higher. None of it is in any one person's gift, but it is where the floor actually comes from. Scores here are not a one-way ratchet. Only two of the five dimensions — task resistance and embodiment — track what machines can do. The other three track law, what buyers will pay for, and who is answerable, and those move in both directions, often in response to the same pressure AI creates. If every lever below landed, this occupation would score around 66/100, still EXPOSED.
Task-mix shift: this occupation genuinely has two tiers. If hub-to-hub dry van linehaul is absorbed by driverless operation, the residual job is flatbed tarping and load securement, tight urban dock backing, multi-stop local, oversize/permit loads and hazmat — work with high embodiment and no current automation path. The measured task_resistance of the surviving job rises even as headcount falls sharply.
FMCSA declining to grant exemptions from rules written around a human driver (49 CFR 392 inspection duties, 396.13 pre-trip, hazmat attendance rules in 177.834 requiring an attendant for tank cars/cargo tanks), so driverless operation stays barred in hazmat and tanker segments specifically.
A state-level requirement that a CDL-holding human be physically aboard any Class 8 autonomous truck operating on public roads — California's AB 316 (vetoed 2023, reintroduced concepts since) is the live template, and similar bills have appeared in Indiana, Massachusetts and New York, often backed by Teamsters lobbying. If enacted in a few large states, the licensed human becomes legally mandatory rather than merely practical.
Commercial auto insurers pricing driverless freight without an aboard operator as uninsurable or requiring a named CDL operator on the policy for nuclear-verdict exposure; a single large adverse verdict against an autonomous carrier would harden this.
Contract and shipper terms that make the driver the accountable party for load securement and cargo acceptance — refusing an unsafe load, signing the BOL with damage exceptions, deciding to shut down in weather. If liability for cargo claims stays with the human who signed rather than the carrier's software vendor, this dimension rises.
The limit. Even with every lever pulled, this is a headcount story more than a score story: state human-aboard mandates could keep a person in the seat while the work becomes supervisory, and none of these levers protects the long-haul dry-van segment where most of the two million jobs sit. Trust premium has no plausible route — freight buyers purchase capacity and on-time delivery, not human drivers, and no shipper has ever advertised a human-driven load.
| New York-Newark-Jersey City, NY-NJ | 65,100 | $65,040 +11% |
| Chicago-Naperville-Elgin, IL-IN | 62,210 | $62,300 +6% |
| Los Angeles-Long Beach-Anaheim, CA | 61,270 | $60,340 +3% |
| Dallas-Fort Worth-Arlington, TX | 55,670 | $59,530 +2% |
| Houston-Pasadena-The Woodlands, TX | 49,750 | $56,840 -3% |
| Atlanta-Sandy Springs-Roswell, GA | 41,830 | $59,100 +1% |
| Riverside-San Bernardino-Ontario, CA | 40,230 | $60,580 +3% |
| Philadelphia-Camden-Wilmington, PA-NJ-DE-MD | 32,220 | $59,370 +1% |
| Lincoln, NE | 4,530 | $81,790 +39% |
| Fairbanks-College, AK | 590 | $76,560 +31% |
| Seattle-Tacoma-Bellevue, WA | 21,230 | $71,240 +21% |
PepsiCo · EASE Logistics · Volvo Autonomous Solutions · NASCAR · DSV · Roehl Transport · McLane Company · Torc Robotics · Ryder · Aurora Innovation · Hirschbach Motor Lines · Hillwood
The California DMV issued permits allowing Aurora and Kodiak to test autonomous trucks on public roads in the state.
Forbes reports Volvo Trucks plans to bring autonomous trucks to the US market.
The Oklahoman reports that autonomous semi trucks are being tested and operated on Interstate 35 in Oklahoma, without a clearly named operating organisation in the headline.
Truck News reports Volvo Autonomous Solutions has begun hauling freight for AVI-SPL on Texas routes using autonomous trucks.
CDLLife reports that platooning autonomous trucks transported NASCAR race equipment on a 2,500-mile haul.
PepsiCo is reported to have deployed 41 autonomous trucks in three U.S. states.
Has AI actually changed your work? One tap, anonymous, and the running tally is public. Nothing else is asked of you.
Rather than check back: get the digest and we'll tell you what changed — or watch a single occupation from its own page.