AITakeover Tracker
23%low risk

Automotive Glass Installers and Repairers

Replace or repair broken windshields and window glass in motor vehicles.

Higher risk than 13% of occupations

AI Impact Summary

Automotive Glass Installers and Repairers faces low AI displacement risk with a score of 23/100. This occupation has higher AI displacement risk than 13% of all analyzed occupations. Of 18 analyzed tasks, 3 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.

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.

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.

Social Perceptiveness90%

Social Perceptiveness 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.

Complex Problem Solving75%

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

Persuasion80%

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

AI-Augmented Skills (7)

MonitoringCritical ThinkingJudgment and Decision MakingActive LearningWritingSystems AnalysisTechnology Design

Recommended Courses

Courses matched to Automotive Glass Installers and Repairers 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

Pluralsightbeginner

Cybersecurity Fundamentals Path

by Pluralsight

30 hours$29/mo4.5Certificate
Enhances AI augmentation: Monitoring

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+$3K/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 School9%
High School Diploma90%
Some College1%

Prior Experience Needed

Work experience required to enter this job

None5%
3-6 months1%
6 months - 1 year19%
1-2 years26%
2-4 years1%
4-6 years34%
6-8 years14%

Training Provided After Hiring

How long it typically takes to learn on the job

1-3 months27%
3-6 months2%
6 months - 1 year37%
1-2 years18%
2-4 years1%
4-6 years14%

How AI Impacts Each Task

18 tasks analyzed

Prime all scratches on pinchwelds with primer and allow to dry.

Risk: 39.0%AI: 15EstimatedTime: 3%

Remove all dirt, foreign matter, and loose glass from damaged areas, apply primer along windshield or window edges, and allow primer to dry.

Risk: 39.0%AI: 15EstimatedTime: 6%

Allow all glass parts installed with urethane ample time to cure, taking temperature and humidity into account.

Risk: 86.0%AI: 92EstimatedTime: 4%

Apply a bead of urethane around the perimeter of each pinchweld and dress the remaining urethane on the pinchwelds so that it is of uniform level and thickness.

Risk: 13.0%AI: 10EstimatedTime: 8%

Select appropriate tools, safety equipment, and parts, according to job requirements.

Risk: 84.0%AI: 87EstimatedTime: 4%

Install replacement glass in vehicles.

Risk: 13.0%AI: 10EstimatedTime: 15%

Obtain windshields or windows for specific automobile makes and models from stock and examine them for defects prior to installation.

Risk: 74.0%AI: 62EstimatedTime: 5%

Replace all moldings, clips, windshield wipers, or other parts that were removed prior to glass replacement or repair.

Risk: 37.0%AI: 10EstimatedTime: 8%

Check for and remove moisture or contamination in damaged areas and keep areas dry until repairs are complete.

Risk: 39.0%AI: 15EstimatedTime: 4%

Remove broken or damaged glass windshields or window glass from motor vehicles, using hand tools to remove screws from frames holding glass.

Risk: 13.0%AI: 10EstimatedTime: 10%

Remove moldings, clips, windshield wipers, screws, bolts, and inside A-pillar moldings and lower headliners in preparation for installation or repair work.

Risk: 13.0%AI: 10EstimatedTime: 8%

Install, repair, or replace safety glass and related materials, such as back glass heating elements, on vehicles or equipment.

Risk: 13.0%AI: 10EstimatedTime: 6%

Cool or warm glass in the event of temperature extremes.

Risk: 39.0%AI: 15EstimatedTime: 2%

Replace or adjust motorized or manual window-raising mechanisms.

Risk: 13.0%AI: 10EstimatedTime: 5%

Install new foam dams on pinchwelds, if required.

Risk: 39.0%AI: 15EstimatedTime: 3%

Hold cut or uneven edges of glass against automated abrasive belts to shape or smooth edges.

Risk: 41.0%AI: 20EstimatedTime: 2%

Cut flat safety glass according to specified patterns or perform precision pattern making and glass cutting to custom fit replacement windows.

Risk: 17.0%AI: 20EstimatedTime: 4%

Install rubber channeling strips around edges of glass or frames to weatherproof windows or to prevent rattling.

Risk: 39.0%AI: 15EstimatedTime: 3%

Protective Factors

Total protective discount: 24.4%

Essential Soft Skills

Traits that are hard for AI to replicate

Attention to DetailDependabilityIntegrityIndependenceSelf ControlInitiativeCooperationAdaptability/FlexibilityStress ToleranceLeadershipConcern for OthersPersistence

Wage & Employment (2024)

Median Wage

$47,260

per year

Mean Wage

$49,580

per year

Employment

19K

workers

Wage Range

$35,080 - $67,480

10th - 90th pct

Wage Distribution

$35,080Median: $47,260$67,480
Career Planning

Explore other career paths

Compare displacement risk across occupations and find careers with stronger long-term prospects.

Alternate Career Paths

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Higher risk than 3% of other occupations

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Median salary: $49,140

Higher risk than 7% of other occupations

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Median salary: $46,560

Higher risk than 11% of other occupations

Segmental Pavers

23%
Low Risk

Higher risk than 14% of other occupations

Service Unit Operators, Oil, Gas, and Mining

24%
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Median salary: $57,980

Higher risk than 16% of other occupations

Locksmiths and Safe Repairers

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Median salary: $50,490

Higher risk than 17% of other occupations

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24%
Low Risk

Median salary: $60,850

Higher risk than 17% of other occupations

Laborers and Freight, Stock, and Material Movers, Hand

45%
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Median salary: $38,940

Higher risk than 92% of other occupations

Sales Managers

25%
Medium Risk

Higher risk than 20% of other occupations

Chief Executives

26%
Medium Risk

Higher risk than 23% of other occupations

General and Operations Managers

28%
Medium Risk

Higher risk than 29% of other occupations

Marketing Managers

30%
Medium Risk

Higher risk than 38% of other occupations

Advertising and Promotions Managers

31%
Medium Risk

Higher risk than 43% of other occupations

Computer and Information Systems Managers

31%
Medium Risk

Higher risk than 45% of other occupations

Subscribed — always updated

Recommendations

Skills to Develop

These skills are at risk from AI automation. Automotive Glass Installers and Repairers 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.

  • 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.

  • 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.

  • Leadership

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

  • Manual Dexterity

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

  • Social Perceptiveness

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

  • Service Orientation

    Service Orientation 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.

  • Monitoring

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

  • Critical Thinking

    Critical Thinking 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.

  • Active Learning

    Active Learning 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.

Score History

Risk score over 2 scoring runs

-2.1

overall change

Checking for existing plan...