UK AI Exposure · Process, plant and machine operatives
Taxi and cab drivers and chauffeurs
Taxi and cab drivers and chauffeurs drive motor cars for private individuals, government departments and industrial and commercial organisations, drive taxis for public hire, drive new cars to delivery points and drive motorcycles and other motor vehicles.
- Employees (UK)
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- Median annual pay
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- Exposure score ?
- 1.7/10 Minimal 3.4/10 Low strict reading · with tools is 3.4/10 with-tools reading · strict is 1.7/10
- Wage exposure
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Higher exposure than 75% of the 379 UK occupations we scored.
What this score means
Most of this role's work is still genuinely hard for AI to do. Physical presence, bodily skill, high-context judgment, direct human care - the things that don't translate to text.
If you're in this role, here's what to do now
You're not in the firing line today. But the frontier moves. Build enough AI fluency now that you can direct it for the parts of your work that could benefit. People in unexposed roles who understand AI become unusually valuable inside their organisations.
A handful of tasks in this role are touchable by AI, mostly around paperwork, scheduling and basic writing. The shape of the role stays the same - some parts just get faster.
If you're in this role, here's what to do now
Pick the two or three most repetitive things in your week and try an LLM on them. Most people underestimate what Claude or ChatGPT can already do for admin-shaped work. The time you get back is the dividend.
Where a project with Alex usually starts for this role
These are the highest-importance tasks a language model can already handle directly today. In a typical engagement the first wins come from building workflows around these, so they stop eating your team's time.
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Report any mechanical problems encountered with vehicles.
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Maintain records, such as vehicle logs, records of cargo, or billing statements, in accordance with regulations.
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Report delays, accidents, or other traffic and transportation situations to bases or other vehicles, using telephones or mobile two-way radios.
These are the highest-importance tasks AI can already handle when paired with the right tools and context. In a typical engagement the first wins come from building workflows around these — usually the difference between an LLM that can technically do the job and one that actually does it inside your business.
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Report any mechanical problems encountered with vehicles.
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Verify the contents of inventory loads against shipping papers.
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Read maps and follow written or verbal geographic directions.
Every role has three or four wedges like these. Finding them takes an hour. Turning them into a workflow your team actually uses takes a few days. Talk to Alex about a project →
The full task breakdown
Every O*NET task for this occupation, split by what AI can already do unaided versus what still needs a human. Importance is O*NET's 1–5 rating of how central each task is to the role.
Tasks via O*NET "Light Truck Drivers" (53-3033.00).
What AI can already do
3 of 13 tasks · unaided
Report any mechanical problems encountered with vehicles.
Maintain records, such as vehicle logs, records of cargo, or billing statements, in accordance with regulations.
Report delays, accidents, or other traffic and transportation situations to bases or other vehicles, using telephones or mobile two-way radios.
Where humans still hold the line
10 of 13 tasks
Obey traffic laws and follow established traffic and transportation procedures.
Verify the contents of inventory loads against shipping papers.
Inspect and maintain vehicle supplies and equipment, such as gas, oil, water, tires, lights, or brakes, to ensure that vehicles are in proper working condition.
Read maps and follow written or verbal geographic directions.
Turn in receipts and money received from deliveries.
Load and unload trucks, vans, or automobiles.
Present bills and receipts and collect payments for goods delivered or loaded.
Drive vehicles with capacities under three tons to transport materials to and from specified destinations, such as railroad stations, plants, residences, offices, or within industrial yards.
Use and maintain the tools or equipment found on commercial vehicles, such as weighing or measuring devices.
Perform emergency repairs, such as changing tires or installing light bulbs, fuses, tire chains, or spark plugs.
Tasks via O*NET "Light Truck Drivers" (53-3033.00).
What AI can already do
6 of 13 tasks · with tools
Report any mechanical problems encountered with vehicles.
Verify the contents of inventory loads against shipping papers.
Read maps and follow written or verbal geographic directions.
Present bills and receipts and collect payments for goods delivered or loaded.
Maintain records, such as vehicle logs, records of cargo, or billing statements, in accordance with regulations.
Report delays, accidents, or other traffic and transportation situations to bases or other vehicles, using telephones or mobile two-way radios.
Where humans still hold the line
7 of 13 tasks
Obey traffic laws and follow established traffic and transportation procedures.
Inspect and maintain vehicle supplies and equipment, such as gas, oil, water, tires, lights, or brakes, to ensure that vehicles are in proper working condition.
Turn in receipts and money received from deliveries.
Load and unload trucks, vans, or automobiles.
Drive vehicles with capacities under three tons to transport materials to and from specified destinations, such as railroad stations, plants, residences, offices, or within industrial yards.
Use and maintain the tools or equipment found on commercial vehicles, such as weighing or measuring devices.
Perform emergency repairs, such as changing tires or installing light bulbs, fuses, tire chains, or spark plugs.
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Methodology
This role's exposure score comes from Eloundou et al's 2023 GPT task labels, aggregated by O*NET importance within each O*NET-SOC code, then bridged to UK SOC 2020 via ISCO-08 (ONS Vol 2 coding index) and US SOC 2010 (BLS crosswalk). Employment and median pay come from ONS ASHE Table 14.7a, 2025 provisional. ASHE covers employees only, so self-employed workers are not counted.
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