Takeover Tracker
35%medium risk

Automotive and Watercraft Service Attendants

Service automobiles, buses, trucks, boats, and other automotive or marine vehicles with fuel, lubricants, and accessories. Collect payment for services and supplies. May lubricate vehicle, change motor oil, install antifreeze, or replace lights or other accessories, such as windshield wiper blades or fan belts. May repair or replace tires.

Higher risk than 65% of occupations
Checking for existing plan...

How AI Impacts Each Task

15 tasks analyzed

Collect cash payments from customers and make change or charge purchases to customers' credit cards and provide customers with receipts.

Risk: 87.2%AI: 95EstimatedTime: 10%

Prepare daily reports of fuel, oil, and accessory sales.

Risk: 88.0%AI: 97EstimatedTime: 3%

Check tire pressure and levels of fuel, motor oil, transmission, radiator, battery, or other fluids, adding air or fluids as required.

Risk: 41.0%AI: 20EstimatedTime: 15%

Perform minor repairs, such as adjusting brakes, replacing spark plugs, or changing engine oil or filters.

Risk: 13.0%AI: 10EstimatedTime: 10%

Clean windshields.

Risk: 43.0%AI: 25EstimatedTime: 5%

Clean parking areas, offices, restrooms, or equipment and remove trash.

Risk: 45.0%AI: 30EstimatedTime: 5%

Order stock and price and shelve incoming goods.

Risk: 77.2%AI: 70EstimatedTime: 5%

Activate fuel pumps and fill fuel tanks of vehicles with gasoline or diesel fuel to specified levels.

Risk: 45.0%AI: 30EstimatedTime: 10%

Sell and install accessories, such as batteries, windshield wiper blades, fan belts, bulbs, or headlamps.

Risk: 21.0%AI: 15EstimatedTime: 8%

Grease and lubricate vehicles or specified units, such as springs, universal joints, or steering knuckles, using grease guns or spray lubricants.

Risk: 39.0%AI: 15EstimatedTime: 8%

Test and charge batteries.

Risk: 58.1%AI: 62.78ObservedTime: 5%

Rotate, test, and repair or replace tires.

Risk: 49.0%AI: 40EstimatedTime: 8%

Maintain customer records and follow up periodically with telephone, mail, or personal reminders of services due.

Risk: 61.1%AI: 29.75ObservedTime: 4%

Provide customers with information about local roads or highways.

Risk: 34.3%AI: 48.25ObservedTime: 2%

Operate car washes.

Risk: 69.0%AI: 90EstimatedTime: 2%

Skill Impact Analysis

AI-Vulnerable Skills (6)

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

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.

Leadership88%

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

Manual Dexterity80%

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

Service Orientation82%

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

Coordination70%

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

Equipment Maintenance78%

Equipment Maintenance 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.

Social Perceptiveness90%

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

Recommended Courses

Courses matched to Automotive and Watercraft Service 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

-6.8pt risk+$2K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Courserabeginner

Google UX Design Professional Certificate

by Google

~5 months$49/mo4.8Certificate
Enhances AI augmentation: Critical Thinking

Estimated Impact

-4.7pt 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

-3.8pt 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.

Alternate Career Paths

See all transitions

Score History

Risk score over 2 scoring runs

+3.3

overall change

Education & Training

Percentage of workers at each education and training level

Education Level

Less than High School16%
High School Diploma59%
Some College23%
Post-Secondary Certificate2%

Prior Experience Needed

Work experience required to enter this job

None52%
1-3 months1%
6 months - 1 year9%
1-2 years25%
2-4 years10%
4-6 years1%

Training Provided After Hiring

How long it typically takes to learn on the job

None16%
Up to 1 month5%
1-3 months25%
3-6 months9%
6 months - 1 year10%
1-2 years17%
2-4 years16%

Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis