BETA
Updated: Mar 2
BETA
Updated: Mar 2
Evolving
Last Update: 2/17/2026
Your role’s AI Resilience Score is
54.5%
Median Score
Changing Fast
Evolving
Stable
This reflects the reliability of your score based on the number of data sources available for this career and how closely those sources agree on the outlook. A higher confidence means more consistent evidence from labor experts and AI models.
What does this resilience result mean?
These roles are shifting as AI becomes part of everyday workflows. Expect new responsibilities and new opportunities.
AI Resilience Report for
Parking Attendants
They help drivers find parking spots, manage parking areas, and ensure vehicles are parked correctly and safely.
This role is evolving
The career of a parking attendant is labeled as "Evolving" because AI is starting to automate some tasks, like moving cars with automated valet systems. However, human skills like greeting customers, providing directions, and offering personalized assistance are still essential and can't be replaced by machines yet.
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View analysisChat with CoachLatest newsMore career infoAnalysisChatNewsMoreThis role is evolving
The career of a parking attendant is labeled as "Evolving" because AI is starting to automate some tasks, like moving cars with automated valet systems. However, human skills like greeting customers, providing directions, and offering personalized assistance are still essential and can't be replaced by machines yet.
Read full analysisContributing Sources
We aggregate scores from multiple models and supplement with employment projections for a more accurate picture of this occupation’s resilience. Expand to view all sources.
AI Resilience
AI Resilience Model v1.0
AI Task Resilience
Stable70.6%
70.6%
Microsoft's Working with AI
AI Applicability
Evolving30.2%
30.2%
Anthropic's Economic Index
AI Resilience
Stable99%
99%
Will Robots Take My Job
Automation Resilience
Changing fast5.3%
5.3%
Medium Demand
Labor Market Outlook
We use BLS employment projections to complement the AI-focused assessments from other sources.
Learn about this scoreGrowth Rate (2024-34):
3.0%
Growth Percentile:
50.4%
Annual Openings:
18,500
Annual Openings Pct:
66.7%
Analysis of Current AI Resilience
Parking Attendants
Updated Quarterly • Last Update: 2/17/2026
What's changing and what's not
Some parking tasks are already being automated. For example, specialist robots called valet parking systems can physically move cars. In Europe, Stanley Robotics’ “Stan” robot picks up and parks customer cars at airports; it can pack vehicles tightly and is used at Paris’s Charles de Gaulle and Lyon airports (and is slated for Gatwick) [1].
In the U.S., Ford and Bosch are testing a pilot “invisible valet” system in Detroit. Drivers leave their car at a drop-off point and use a phone app, and the car drives itself into a spot without a driver [2]. Auto industry authors even call this Automated Valet Parking (AVP) – the car moves itself into and out of parking spots by remote command [3].
In these cases, the old tasks of walking around lots and pushing sneakers are replaced by software and cameras.
However, many parts of a parking attendant’s job are not easily automated. Tasks like greeting people, giving directions, pushing wheelchairs, or noting small car dents still rely on human judgment and care. (O*NET lists duties such as inspecting vehicles for damage or helping customers with special needs [4] – tasks that need a live person for now.) In short, machines can take over driving and tagging cars, but they can’t (yet) cheerfully explain hotel amenities or safely help a driver hop-start a battery. So automation is currently strongest for moving cars around, while the personal-help side remains human-led.
Sources
AI in the real world
Why are parking garages not instantly filled with robots? One big reason is cost and scale. Automated systems require new sensors, cameras, and sometimes special lifts or floor grids – a big investment.
They make sense in crowded urban lots where space is very valuable. In fact, studies show these systems can park many more cars in the same space – one estimate is up to 50% more cars per garage [1], and Ford’s Detroit pilot said up to 20% more vehicles could fit in a lot [2]. More cars per garage means more fees for the owner, so big airports or city garages can pay off the technology.
But smaller parking lots, or places with cheap labor, may not need it yet. Parking attendants often earn modest wages, so businesses must weigh paying human attendants versus expensive robots.
There are also social factors. Many people still feel safer handing their keys to a friendly attendant than to an app. Urban planners note that “healthy cities” focus on people, not cars [2], so there isn’t always pressure to maximize parking use.
In general, the technology is promising and growing slowly: airports, hotels or modern garages in big cities may adopt it first, but full automation everywhere will take time. In the meantime, the human skills of friendliness, trust, and hands-on help remain valuable and irreplaceable.
Sources
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More Career Info
Career: Parking Attendants
Parent Careers
Employment & Wage Data
Median Wage
$34,600
Jobs (2024)
135,700
Growth (2024-34)
+3.0%
Annual Openings
18,500
Education
No formal educational credential
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2024-2034
Task-Level AI Resilience Scores
AI-generated estimates of task resilience over the next 3 years
1
Call emergency responders or the proper authorities and provide motorist assistance, such as giving directions or helping jump start a stalled vehicle.
2
Service vehicles with gas, oil, and water.
3
Inspect vehicles to detect any damage.
4
Escort customers to their vehicles to ensure their safety.
5
Provide customer assistance and information, such as giving directions or handling wheelchairs.
6
Perform personnel activities, such as supervising or scheduling employees.
7
Greet customers and open their car doors.
Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.
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