Helpers--Extraction Workers
Help extraction craft workers, such as earth drillers, blasters and explosives workers, derrick operators, and mining machine operators, by performing duties requiring less skill. Duties include supplying equipment or cleaning work area.
AI Impact Summary
Helpers--Extraction Workers faces moderate AI displacement risk with a score of 28/100. This occupation has higher AI displacement risk than 29% of all analyzed occupations. Of 14 analyzed tasks, 1 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)
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Reading Comprehension is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
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 Dexterity is AI-resistant — strengthening this skill provides durable career protection.
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Equipment Maintenance is AI-resistant — strengthening this skill provides durable career protection.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Helpers--Extraction Workers 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
SQL Fundamentals Skill Track
by DataCamp
Estimated Impact
AI-Augmentation Tools
Learn to work alongside AI and boost your productivity
Cybersecurity Fundamentals Path
by Pluralsight
Estimated Impact
Strengthen Your Edge
Double down on skills AI can't replicate
Leading People and Teams Specialization
by University of Michigan
Estimated Impact
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
Prior Experience Needed
Work experience required to enter this job
Training Provided After Hiring
How long it typically takes to learn on the job
How AI Impacts Each Task
14 tasks analyzed
Provide assistance to extraction craft workers, such as earth drillers and derrick operators.
Observe and monitor equipment operation during the extraction process to detect any problems.
Drive moving equipment to transport materials and parts to excavation sites.
Unload materials, devices, and machine parts, using hand tools.
Set up and adjust equipment used to excavate geological materials.
Organize materials to prepare for use.
Repair and maintain automotive and drilling equipment, using hand tools.
Collect and examine geological matter, using hand tools and testing devices.
Signal workers to start geological material extraction or boring.
Clean up work areas and remove debris after extraction activities are complete.
Dismantle extracting and boring equipment used for excavation, using hand tools.
Clean and prepare sites for excavation or boring.
Load materials into well holes or into equipment, using hand tools.
Dig trenches.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Provide assistance to extraction craft workers, such as earth drillers and derrick operators. | 5Estimated | 11.0% | 12% | |
| Observe and monitor equipment operation during the extraction process to detect any problems. | 70Estimated | 77.2% | 12% | |
| Drive moving equipment to transport materials and parts to excavation sites. | 50Estimated | 53.0% | 10% | |
| Unload materials, devices, and machine parts, using hand tools. | 15Estimated | 39.0% | 8% | |
| Set up and adjust equipment used to excavate geological materials. | 10Estimated | 13.0% | 8% | |
| Organize materials to prepare for use. | 20Estimated | 41.0% | 8% | |
| Repair and maintain automotive and drilling equipment, using hand tools. | 10Estimated | 13.0% | 7% | |
| Collect and examine geological matter, using hand tools and testing devices. | 50Estimated | 69.2% | 4% | |
| Signal workers to start geological material extraction or boring. | 30Estimated | 45.0% | 3% | |
| Clean up work areas and remove debris after extraction activities are complete. | 20Estimated | 41.0% | 8% | |
| Dismantle extracting and boring equipment used for excavation, using hand tools. | 15Estimated | 39.0% | 5% | |
| Clean and prepare sites for excavation or boring. | 20Estimated | 41.0% | 5% | |
| Load materials into well holes or into equipment, using hand tools. | 15Estimated | 39.0% | 6% | |
| Dig trenches. | 40Estimated | 49.0% | 4% |
Protective Factors
Total protective discount: 30.0%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$48,400
per year
Mean Wage
$50,330
per year
Employment
7K
workers
Wage Range
$35,770 - $68,240
10th - 90th pct
Wage Distribution
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Recommendations
Skills to Develop
These skills are at risk from AI automation. Helpers--Extraction Workers 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.
- Mathematics
High reliance on Mathematics 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.
- 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.
- Equipment Maintenance
Equipment Maintenance is AI-resistant — strengthening this skill provides durable career protection.
- Leadership
Leadership 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.
- 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
overall change