Parking Attendants

Most exposed tasks

No task is classified fully automatable in this release. The highest-exposure task relative to this role is shown in the free snapshot above; the assistive work is detailed next.

Augmentable tasks

Work where AI assists rather than replaces — the productivity frontier of this role.

• Perform cash handling tasks, such as making change, balancing and recording cash drawer, or distributing tips.40

Most durable tasks

Lowest exposure — typically judgment, relationships, physical presence, or accountability. This is the human moat.

• Greet customers and open their car doors.10
• Park and retrieve automobiles for customers in parking lots, storage garages, or new car lots.10
• Direct motorists to parking areas or parking spaces, using hand signals or flashlights as necessary.10

Task exposure values and classifications are published, versioned estimates audited against the anchored rubric. This page reads them from the data release rather than generating them at request time. Bars show exposure contribution relative to this role’s task mix.

What this means

A score of 19 puts Parking Attendants in the least-exposed quarter of analyzed occupations. In practice, exposure this level is about the mix: 0 of 15 analyzed tasks lean automatable, 1 augmentable, and 14 durable. The useful question isn’t “will AI take this job” — it’s which tasks go first, which get faster, and where to reposition time. That’s what the personalized report maps against your actual week.

Lower-exposure adjacent roles

No adjacent role in the current data release is at least 10 points lower with ≥50% skill overlap — we don’t label anything “safer” unless the data supports it.

Labor-market context

• $35,150median wage
• 137,880employed
• 18,500annual openings
• +3.0%projected growth

Context only — labor statistics are not inputs to the exposure score. See methodology.

Related roles

Adjacent by skills or family — no exposure claim implied.

• Parking Enforcement Workers 27
• Baggage Porters and Bellhops 23
• Counter and Rental Clerks 43
• Passenger Attendants 20
• Locker Room, Coatroom, and Dressing Room Attendants 18
• Dispatchers, Except Police, Fire, and Ambulance 50

How this score was calculated

FAQ — Parking Attendants

Will AI replace Parking Attendants?

This score cannot predict whether this occupation or any individual job will be replaced. It shows which tasks current and near-term AI can perform or accelerate, which tasks remain more durable, and where a worker can adapt. Employer decisions, demand, regulation, and how the role changes are outside the score.

What does a score of 19 mean for a Parking Attendants?

It means that, weighted across the 15 tasks we analyzed for this role, the task mix sits at 19 on a 0–100 exposure scale — in the least-exposed quarter of analyzed occupations. It measures task exposure to current and near-term AI capabilities, not the probability of losing a job.

Which tasks in this role are most exposed to AI?

This role has no strongly automatable task in the current data release.

Which parts of this job are most durable?

The most durable responsibilities are: Greet customers and open their car doors; Park and retrieve automobiles for customers in parking lots, storage garages, or new car lots; Direct motorists to parking areas or parking spaces, using hand signals or flashlights as necessary. Durable tasks typically depend on judgment, relationships, physical presence, or accountability.

Is this score personalized to me?

No — this page shows the occupation-level baseline. Two people with the same title often do different work. The $9 personalized report recalculates the score from the tasks you actually do and builds a concrete 7/30/90-day plan around them.