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Parking Attendants

Park vehicles or issue tickets for customers in a parking lot or garage. May park or tend vehicles in environments such as a car dealership or rental car facility. May collect fee.

137,880 people do this job in the US. $35,150 a year.

now
0%

of the working time. Estimate.

Kinds of work
  • 0%
  • 0%
  • 100%
0%

Measured, from Anthropic's usage data (2025). Counts help on part of a task.

Half the desk work within reach
No desk work

On the chosen pace and reliability. Estimate.

Share of the working time within reach, now to 2030

0%25%50%75%100%2027202820292030NowDesk work: 0% of the time
Chosen to Ceiling: the share
DateNow
NowEnd of 2030

What each choice means: , , , , . Every pace starts from .

At this date and pace, models finish tasks up to 4.4 h long four times in five.

How far this has come

With GPT-4, measured in March 2023, 0% of this job's working time was within reach at . With Claude 3.7 Sonnet, measured in February 2025, 0%. With Claude Mythos Preview (early), measured in April 2026, 0%. Today's estimate: 0%.

0%5%10%2023202420252026GPT-4, March 2023: 0% within reachGPT-4 Turbo (Nov 2023), November 2023: 0% within reachGPT-4o, May 2024: 0% within reachClaude 3.5 Sonnet (June 2024), June 2024: 0% within reacho1-preview, September 2024: 0% within reachClaude 3.5 Sonnet (Oct 2024), October 2024: 0% within reacho1, December 2024: 0% within reachClaude 3.7 Sonnet, February 2025: 0% within reacho3, April 2025: 0% within reachGPT-5, August 2025: 0% within reachGemini 3 Pro, November 2025: 0% within reachClaude Opus 4.5, November 2025: 0% within reachGPT-5.2, December 2025: 0% within reachClaude Opus 4.6, February 2026: 0% within reachClaude Mythos Preview (early), April 2026: 0% within reachToday (estimate), September 2026: 0% within reach
Each step is a new best model measured by METR, four in five; the dashed end is today's estimate. Point at a dot for the model.

A backcast: today's task data with the best model METR had measured by each date. It shows how fast the models have moved, not what anyone forecast at the time.

The tasks

Sorted by . 15 tasks from .

TaskKind
Keep parking areas clean and orderly to ensure that space usage is maximized.Done daily by most who do it. 22%25 min13 min to 50 minStays with people
Perform cash handling tasks, such as making change, balancing and recording cash drawer, or distributing tips.Done daily by most who do it. 19%17 min8 min to 38 minStays with people
Park and retrieve automobiles for customers in parking lots, storage garages, or new car lots.Done hourly or more by most who do it. 11%8 min4 min to 17 minStays with people
Patrol parking areas to prevent vehicle damage and vehicle or property thefts.Done daily by most who do it.7%25 min13 min to 1.3 hStays with people
Inspect vehicles to detect any damage.Done hourly or more by most who do it. 6%4 min2 min to 13 minStays with people
Take numbered tags from customers, locate vehicles, and deliver vehicles, or provide customers with instructions for locating vehicles.Done hourly or more by most who do it. 6%4 min3 min to 8 minStays with people
Explain and calculate parking charges, collect fees from customers, and respond to customer complaints.Done daily by most who do it. 5%5 min3 min to 13 minStays with people
Issue ticket stubs or place numbered tags on windshields, log tags or attach tag to customers' keys, and give customers matching tags for locating parked vehicles.Done hourly or more by most who do it. 4%3 min2 min to 4 minStays with people
Call emergency responders or the proper authorities and provide motorist assistance, such as giving directions or helping jump start a stalled vehicle.Done more than monthly by most who do it. 4%17 min8 min to 38 minStays with people
Provide customer assistance and information, such as giving directions or handling wheelchairs.Done daily by most who do it. 4%4 min2 min to 13 minStays with people
Greet customers and open their car doors.Done hourly or more by most who do it. 3%2 min1 min to 3 minStays with people
Perform maintenance on cars in storage to protect tires, batteries, or exteriors from deterioration.Done daily by most who do it.3%25 min8 min to 50 minStays with people

Within reach, per task: the share of the task's time whose instances are short enough for a model to finish at the chosen date, pace and reliability. Half by: the date half of that time comes within reach.

Jobs that share skills with this one

From O*NET's related occupations. Within reach now and by the end of 2028, long-run pace, four in five.

Where this job works

The industry groups that employ the most of it (BLS, May 2025).

Where the most of these jobs are

The metro areas with the most people in it (BLS, May 2025).