AITakeover Tracker
35%medium risk

Roof Bolters, Mining

Operate machinery to install roof support bolts in underground mine.

Higher risk than 66% of occupations

AI Impact Summary

Roof Bolters, Mining faces moderate AI displacement risk with a score of 35/100. This occupation has higher AI displacement risk than 66% of all analyzed occupations. Of 16 analyzed tasks, 2 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%

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.

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)

Manual Dexterity80%

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

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.

Equipment Maintenance78%

Equipment Maintenance 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.

Social Perceptiveness90%

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

Instructing75%

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

AI-Augmented Skills (7)

Critical ThinkingMonitoringJudgment and Decision MakingActive LearningSystems AnalysisWritingTechnology Design

Recommended Courses

Courses matched to Roof Bolters, Mining 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

-7.3pt risk

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

-4.9pt risk

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

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 School13%
High School Diploma87%

Prior Experience Needed

Work experience required to enter this job

None39%
Up to 1 month1%
1-3 months9%
3-6 months9%
6 months - 1 year40%
1-2 years2%

Training Provided After Hiring

How long it typically takes to learn on the job

Up to 1 month47%
1-3 months20%
6 months - 1 year31%
1-2 years2%

How AI Impacts Each Task

16 tasks analyzed

Drill bolt holes into roofs at specified distances from ribs or adjacent bolts.

Risk: 57.0%AI: 60EstimatedTime: 15%

Pull down loose rock that cannot be supported.

Risk: 11.0%AI: 5EstimatedTime: 4%

Position bolting machines, and insert drill bits into chucks.

Risk: 49.0%AI: 40EstimatedTime: 8%

Perform safety checks on equipment before operating.

Risk: 74.0%AI: 62EstimatedTime: 3%

Perform tests to determine if methane gas is present.

Risk: 84.0%AI: 87EstimatedTime: 3%

Force bolts into holes, using hydraulic mechanisms of self-propelled bolting machines.

Risk: 57.0%AI: 60EstimatedTime: 10%

Perform ventilation tasks, such as hanging ventilation curtains and tubes.

Risk: 45.0%AI: 30EstimatedTime: 5%

Dust rocks after bolting.

Risk: 53.0%AI: 50EstimatedTime: 4%

Install various types of bolts including truss, glue, and resin bolts, traversing entire ceiling spans.

Risk: 51.0%AI: 45EstimatedTime: 15%

Drill test holes and test bolts for specified tension, using torque wrenches.

Risk: 51.0%AI: 45EstimatedTime: 5%

Position safety jacks to support underground mine roofs until bolts can be installed.

Risk: 13.0%AI: 10EstimatedTime: 5%

Rotate chucks to turn bolts and open expansion heads against rock formations.

Risk: 57.0%AI: 60EstimatedTime: 5%

Remove drill bits from chucks after drilling holes and insert bolts into chucks.

Risk: 51.0%AI: 45EstimatedTime: 8%

Tighten ends of anchored truss bolts, using turnbuckles.

Risk: 49.0%AI: 40EstimatedTime: 3%

Check roof or ribs for hazardous conditions.

Risk: 11.0%AI: 5EstimatedTime: 5%

Clean equipment, such as dust collectors.

Risk: 47.0%AI: 35EstimatedTime: 2%

Protective Factors

Total protective discount: 26.8%

Essential Soft Skills

Traits that are hard for AI to replicate

Attention to DetailDependabilityCooperationIntegritySelf ControlConcern for OthersAdaptability/FlexibilityLeadershipInitiativeStress ToleranceAchievement/EffortSocial Orientation
Career Planning

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Recommendations

Skills to Develop

These skills are at risk from AI automation. Roof Bolters, Mining professionals should diversify beyond them.

  • Information Ordering

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

  • 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.

  • Manual Dexterity

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

  • 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.

  • Equipment Maintenance

    Equipment Maintenance 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.

  • Active Learning

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

  • Systems Analysis

    Systems Analysis 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

-0.1

overall change

Checking for existing plan...