← Risk register SOC 53-3033 · reviewed 2026-08-11

Light Truck Drivers

983,300 US workers · median $44,860/yr · Transportation

EXPOSED

The modal worker here is a local delivery driver — van or box truck, dozens to hundreds of stops a day — and the hard part is physical: getting a package from a curb, up steps, past a gate or a locked lobby, to a specific door. Language AI can't touch that, and driverless last-mile vehicles still can't do the walk-up portion at all. The exposure is that route planning, load sequencing, dispatch, proof-of-delivery, and customer notifications are already software, no CDL is required for most of these jobs, and pay pressure plus driver-assist tech means the job gets more monitored and more standardized rather than safer.

10-year outlook: Employment holds or grows on e-commerce volume through the 2030s, but the work gets tighter — algorithmic routing, camera monitoring, and stop quotas — with the pay premium shifting to drivers who carry endorsements or do install and custody work.

Score — 46/100 resistance

Five dimensions, 0–20 each, summed. Higher means more protected. The arithmetic is shown so you can check it: 14 + 17 + 3 + 6 + 6 = 46.

Task resistance 14/20

Tasks largely resist digitisation. At 14 the driving itself is genuinely contestable — highway and depot-yard segments are the parts autonomy attacks first — but the day is dominated by the 100-200 stop walk-up cycle: parking illegally-but-tolerated, hauling a 40lb box up a stoop, finding the side entrance, dealing with a dog or a locked vestibule, and that sequence has no software substitute, which is why it sits above the mixed band rather than at 18 alongside work with no digitisable core.

Embodiment 17/20

Hands-on in uncontrolled environments. 17 reflects that the workspace is the street in whatever weather it offers — ice on loading ramps, unlit apartment complexes, double-parking in traffic, lifting and carrying all day — and the only reason it isn't 19-20 is that the vehicle cab is a semi-controlled environment and the loads are consumer-scale, not rigging or trenching.

Liability shield 3/20

No licence, no signature requirement. 3 because a class C licence and a clean-enough MVR is the whole entry requirement for vehicles under 26,001 lbs — no CDL, no DOT medical card for most local work, no professional body — so the employer's insurer and the company DOT number absorb the risk and nothing about you is legally hard to replace.

Trust premium 6/20

Some relationship component. 6 credits the fact that a fixed route driver becomes a known face to receptionists, dock workers and regulars who will hold a gate or sign for a neighbour — but the customer contracted with Amazon or FedEx or the pharmacy, not with you, and a swap driver tomorrow costs the company nothing, which keeps this well below the relationship-is-the-product range.

Judgment & accountability 6/20

Executes defined procedures on defined inputs. 6 fits work where the calls are real but small and bounded — reattempt or return to station, leave it at the door or take it back, this street is flooded so take the next one — all inside a scan-and-scope framework where the handheld dictates sequence and a dispatcher resolves anything genuinely ambiguous.

Scored twice. An independent second run returned 44/100 — EXPOSED, agreeing with the verdict above.

Confidence: high · reviewed 2026-08-11 · how scoring works

Tasks already automatable

What survives

Active moats: embodiment, physical-presence

How to future-proof this job

Escape hatches — adjacent fields with better verdicts

Computed from U.S. Dept. of Labor O*NET skill profiles: high overlap with what you already do, materially higher resistance score.

Tree Trimmers and Pruners SAFE · 70/100 · you already have ~62% of the skill profile

Skills to close: Equipment Selection, Operations Monitoring, Instructing, Management of Personnel Resources

Field report — do you do this job?

Has AI actually changed your work?

Self-reported and unverified — a sentiment signal, not a survey. One response per person per occupation; you can change your answer.

From people who do this job

Nobody has filed one yet. If you do this work, you know things the rubric can't see.

What has actually changed in your work?

Concrete beats general: a tool that arrived, a task that moved, a headcount decision you watched happen. Don't include anything that identifies you or your employer if that would put you at risk.