AITakeover Tracker
41%medium risk

Parking Lot Attendants

Park vehicles or issue tickets for customers in a parking lot or garage. May collect fee.

Higher risk than 84% of occupations

AI Impact Summary

Parking Lot Attendants faces moderate AI displacement risk with a score of 41/100. This occupation has higher AI displacement risk than 84% of all analyzed occupations. Of 18 analyzed tasks, 4 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.

Skill Impact Analysis

AI-Vulnerable Skills (6)

Information Ordering5%

Information Ordering is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Reading Comprehension10%

Reading Comprehension is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

AI-Resistant Skills (11)

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Service Orientation82%

Service Orientation is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Manual Dexterity80%

Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Instructing75%

Instructing is AI-resistant — strengthening this skill provides durable career protection.

Negotiation85%

Negotiation is AI-resistant — strengthening this skill provides durable career protection.

AI-Augmented Skills (7)

Critical ThinkingMonitoringJudgment and Decision MakingWritingActive LearningSystems AnalysisTechnology Design

Recommended Courses

Courses matched to Parking Lot Attendants skill gaps, ranked by relevance to your displacement risk profile.

Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.

Upskill to Reduce Risk

Courses addressing your most AI-vulnerable skills

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-6.6pt risk+$2K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Coursera

Creative Writing Specialization

by Wesleyan University

~8 weeks$49/mo4.7Certificate
Enhances AI augmentation: Writing

Estimated Impact

-4.8pt risk+$2K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Courserabeginner

Customer Service Fundamentals

by Knowledge Accelerators

12 hours$49/mo4.5Certificate
Strengthens resilience: Service Orientation

Estimated Impact

-3.6pt risk+$2K/yr salary

We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.

Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.

Education & Training

Percentage of workers at each education and training level

Education Level

Less than High School38%
High School Diploma61%
Bachelor's Degree1%

Prior Experience Needed

Work experience required to enter this job

None47%
Up to 1 month21%
1-3 months11%
3-6 months14%
6 months - 1 year4%
1-2 years3%

Training Provided After Hiring

How long it typically takes to learn on the job

None17%
Up to 1 month75%
1-3 months8%

How AI Impacts Each Task

18 tasks analyzed

Take numbered tags from customers, locate vehicles, and deliver vehicles, or provide customers with instructions for locating vehicles.

Risk: 41.0%AI: 20EstimatedTime: 10%

Inspect vehicles to detect any damage.

Risk: 86.0%AI: 92EstimatedTime: 5%

Greet customers and open their car doors.

Risk: 19.0%AI: 10EstimatedTime: 5%

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.

Risk: 73.2%AI: 60EstimatedTime: 10%

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

Risk: 87.2%AI: 95EstimatedTime: 8%

Patrol parking areas to prevent vehicle damage and vehicle or property thefts.

Risk: 65.0%AI: 80EstimatedTime: 5%

Explain and calculate parking charges, collect fees from customers, and respond to customer complaints.

Risk: 43.0%AI: 70EstimatedTime: 10%

Park and retrieve automobiles for customers in parking lots, storage garages, or new car lots.

Risk: 49.0%AI: 40EstimatedTime: 15%

Provide customer assistance and information, such as giving directions or handling wheelchairs.

Risk: 38.2%AI: 58ObservedTime: 5%

Keep parking areas clean and orderly to ensure that space usage is maximized.

Risk: 53.0%AI: 50EstimatedTime: 5%

Direct motorists to parking areas or parking spaces, using hand signals or flashlights as necessary.

Risk: 67.0%AI: 85EstimatedTime: 5%

Escort customers to their vehicles to ensure their safety.

Risk: 23.0%AI: 20EstimatedTime: 3%

Perform maintenance on cars in storage to protect tires, batteries, or exteriors from deterioration.

Risk: 39.0%AI: 15EstimatedTime: 2%

Lift, position, and remove barricades to open or close parking areas.

Risk: 45.0%AI: 30EstimatedTime: 3%

Call emergency responders or the proper authorities and provide motorist assistance, such as giving directions or helping jump start a stalled vehicle.

Risk: 21.0%AI: 30EstimatedTime: 3%

Perform personnel activities, such as supervising or scheduling employees.

Risk: 35.0%AI: 50EstimatedTime: 2%

Review motorists' identification before allowing them to enter parking facilities.

Risk: 87.2%AI: 95EstimatedTime: 2%

Service vehicles with gas, oil, and water.

Risk: 39.0%AI: 15EstimatedTime: 2%

Protective Factors

Total protective discount: 22.4%

Essential Soft Skills

Traits that are hard for AI to replicate

IntegritySelf ControlDependabilityStress ToleranceIndependenceAdaptability/FlexibilityAttention to DetailConcern for OthersCooperationSocial OrientationPersistenceAchievement/Effort

Wage & Employment (2024)

Median Wage

$34,600

per year

Mean Wage

$34,190

per year

Employment

135K

workers

Wage Range

$24,960 - $43,840

10th - 90th pct

Wage Distribution

$24,960Median: $34,600$43,840
Career Planning

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Recommendations

Skills to Develop

These skills are at risk from AI automation. Parking Lot Attendants professionals should diversify beyond them.

  • Information Ordering

    Information Ordering is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

  • Mathematics

    Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

  • Reading Comprehension

    Reading Comprehension is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

  • Mathematics

    Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

  • Memorization

    Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Skills to Leverage

These human-centric skills remain difficult for AI to replicate. Double down here.

  • Adaptability/Flexibility

    Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

  • Service Orientation

    Service Orientation is AI-resistant — strengthening this skill provides durable career protection.

  • Social Perceptiveness

    Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

  • Manual Dexterity

    Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.

  • Coordination

    Coordination is AI-resistant — strengthening this skill provides durable career protection.

Tools to Adopt

AI can amplify these skills. Learn the tools that augment rather than replace your work.

  • Critical Thinking

    Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Monitoring

    Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Judgment and Decision Making

    Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Writing

    Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Active Learning

    Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

Score History

Risk score over 2 scoring runs

+4.4

overall change

Checking for existing plan...