medium risk

Cleaners of Vehicles and Equipment

Wash or otherwise clean vehicles, machinery, and other equipment. Use such materials as water, cleaning agents, brushes, cloths, and hoses.

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Higher risk than 80% of occupations

AI Impact Summary

Cleaners of Vehicles and Equipment faces moderate AI displacement risk with a score of 40/100. This occupation has higher AI displacement risk than 80% of all analyzed occupations. Of 21 analyzed tasks, 2 are highly automatable, particularly routine cognitive tasks. Limited protective factors mean this occupation has few buffers against AI automation.

This is a general assessment. to get a score adjusted for your experience, skills, and work environment.

How AI Impacts Each Task

21 tasks analyzed

Clean and polish vehicle windows.

Risk: 47.0%AI: 35EstimatedTime: 8%

Scrub, scrape, or spray machine parts, equipment, or vehicles, using scrapers, brushes, clothes, cleaners, disinfectants, insecticides, acid, abrasives, vacuums, or hoses.

Risk: 47.0%AI: 35EstimatedTime: 15%

Apply paints, dyes, polishes, reconditioners, waxes, or masking materials to vehicles to preserve, protect, or restore color or condition.

Risk: 49.0%AI: 40EstimatedTime: 8%

Inspect parts, equipment, or vehicles for cleanliness, damage, and compliance with standards or regulations.

Risk: 63.0%AI: 75EstimatedTime: 5%

Maintain inventories of supplies.

Risk: 86.0%AI: 92EstimatedTime: 3%

Task	AI Capability	Risk	Time %
Clean and polish vehicle windows.	35Estimated	47.0%	8%
Scrub, scrape, or spray machine parts, equipment, or vehicles, using scrapers, brushes, clothes, cleaners, disinfectants, insecticides, acid, abrasives, vacuums, or hoses.	35Estimated	47.0%	15%
Apply paints, dyes, polishes, reconditioners, waxes, or masking materials to vehicles to preserve, protect, or restore color or condition.	40Estimated	49.0%	8%
Inspect parts, equipment, or vehicles for cleanliness, damage, and compliance with standards or regulations.	75Estimated	63.0%	5%
Maintain inventories of supplies.	92Estimated	86.0%	3%

Skill Impact Analysis

AI-Vulnerable

AI-Resistant

AI-Vulnerable

Information Ordering5%

Information Ordering 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.

AI-Resistant

Adaptability/Flexibility85%

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

Leadership88%

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

Recommended Courses

Courses matched to Cleaners of Vehicles and Equipment 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

-6.5pt risk+$2K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Pluralsightbeginner

Cybersecurity Fundamentals Path

by Pluralsight

30 hours$29/mo4.5Certificate

Enhances AI augmentation: Monitoring

Estimated Impact

-4.5pt risk+$2K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Courseraintermediate

Leading People and Teams Specialization

by University of Michigan

~6 weeks$49/mo4.7Certificate

Strengthens resilience: Leadership

Estimated Impact

-3.5pt 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.