Will AI replace Driver/Sales Workers?

No exposure score can predict whether AI will replace this role. The 53/100 score means our current model estimates elevated task exposure from the sources listed on this page. It does not predict an employer decision, headcount, or an individual outcome. The task map below shows the work assessed and where human judgment remains important.

Early-career context (study ages 22-25)

This role's task mix is automation-heavy, but it sits in the Elevated exposure band rather than our highest-exposure bands. That is only a partial match to the study's cohort, so the headline figure is context rather than a direct forecast for this role.

The November 2025 revision reports a 16% relative employment decline for workers ages 22-25 in the most AI-exposed U.S. occupations, after firm-level controls, relative to workers in less-exposed fields and more experienced workers in the same occupations.

Use the task map to identify durable work and the skills worth building early.

Stanford Digital Economy Lab, Canaries in the Coal Mine - November 2025 revision

This is group-level U.S. payroll evidence, not a personal forecast. The authors do not claim that AI alone caused the change, and this context does not alter the exposure score.

Include this sourced early-career context in my report

Role snapshot

What this role usually involves

O*NET 29.1 exact occupation

Drive truck or other vehicle over established routes or within an established territory and sell or deliver goods, such as food products, including restaurant take-out items, or pick up or deliver items such as commercial laundry. May also take orders, collect payment, or stock merchandise at point of delivery.

Common titles

DriverDriver SalesmanRoute DriverRoute SalesmanDelivery ManPizza Delivery Driver

O*NET job-zone preparation

Job Zone 2 · Job Zone 1-2: Very Little to Some Preparation Needed Usually requires a high school diploma or GED, though some occupations may not. Some occupations may need little or no previous experience; others require several months to a year of experience.

Broad guidance for this preparation level; exact requirements vary by role and employer.

Skills and knowledge

SpeakingCritical ThinkingService OrientationComplex Problem SolvingReading ComprehensionSocial Perceptiveness

Work context

Repeating tasksFrequent contact with othersDecision latitudeIndoor controlled settingConsequence of error

Source: O*NET 29.1 exact occupation - Driver/Sales Workers, SOC 53-3031.00. Context describes the role; the AI-exposure score remains a separate task-exposure estimate.

Driver/Sales Workers tasks, by AI exposure

We analyzed all 11 Driver/Sales Workers tasks - 7 automatable and 4 augmentable. The full task map - every task with exactly what to do about each - is in your Career Report.

Adjacent career paths

Unlock my report - $29