Somewhat Resilient
Last Update: 7/31/2026
AI Resilience Score for Roof Bolters, Mining:
35.8%
Median Score
Meaningful human contribution
Measures the parts of the occupation that still require a human touch. This score averages data from up to four AI exposure datasets, focusing on the role’s resilience against automation.
Med
Long-term employer demand
Predicts the health of the job market for this role through 2034. Using Bureau of Labor Statistics data, it balances projected annual job openings (60%) with overall employment growth (40%).
Low
Sustained economic opportunity
Measures future earning potential and career flexibility. This score is a blend of total projected labor income (67%) and the role’s inherent ability to adapt to economic and technological shifts (33%).
Med
This reflects the reliability of your score based on the number of data sources available for this career and how closely those sources agree on the outlook. A higher confidence means more consistent evidence from labor experts and AI models.
Limited data sources are available, or existing sources show notable disagreement on the outlook for this occupation.
Contributing sources
AI Resilience Report forRoof Bolters, Mining
$78,540 median salary•100 annual openings•SOC Code: 47-5043.00
Roof Bolters, Mining are somewhat less resilient to AI impacts than most occupations, according to our analysis of 5 sources.
Roof bolting is labeled "Somewhat Resilient" because automation is genuinely changing how this job works, with machines taking over the most repetitive drilling tasks and remote operation becoming more common, but human judgment remains essential for reading unpredictable rock conditions and making real-time safety calls. AI-powered robots and smart bolting equipment are moving from experimental to real-world use, meaning the role is shifting rather than disappearing.
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Roof bolting is labeled "Somewhat Resilient" because automation is genuinely changing how this job works, with machines taking over the most repetitive drilling tasks and remote operation becoming more common, but human judgment remains essential for reading unpredictable rock conditions and making real-time safety calls. AI-powered robots and smart bolting equipment are moving from experimental to real-world use, meaning the role is shifting rather than disappearing.
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View analysisChat with CoachLatest newsMore career infoAnalysisChatNewsMoreAnalysis of Current AI Resilience
Roof Bolters, Mining
Updated Quarterly
How is AI changing Roof Bolters, Mining jobs?
Roof bolting is one of the most dangerous jobs in mining, so engineers have spent years trying to make it safer with smart machines — and AI is starting to help. Researchers writing in the Society for Mining, Metallurgy & Exploration's Mining Engineering journal describe an event-based machine-learning framework that gives a roof-bolting robot the "perception" it needs to handle the unpredictable rock surfaces of a deep underground mine [1]. On the equipment side, manufacturers are already shipping bolters with built-in automation: Sandvik's new DS422iE cable bolter offers one-hole automation, repeatable bolting accuracy, tele-remote operation and full fan automation [2], letting an operator run the drill from a safer location.
Market analysts say automated drilling and bolting (ADB) systems are moving from pilot stages to broader deployment, particularly in large-scale metal mines [3]. For now, though, this is augmentation more than full replacement — a human still oversees the rig, checks bolt tension, and reacts when geology surprises the machine.
Sources
How fast is AI adoption growing for Roof Bolters, Mining?
A few forces are pushing adoption forward. McKinsey reports that mining productivity actually fell by half from 1997 to 2023, even as other industries doubled theirs [4], so companies are hungry for technology that boosts output. A serious labor shortage adds urgency — U.S. mining engineering graduates have dropped 39% since 2016 [5], making remote and automated tools attractive.
Safety regulations are another driver, since fewer people near an unsupported roof means fewer injuries. But adoption is also slowed by real obstacles: high capital costs of advanced automated bolting systems limit uptake in cost-sensitive regions [3], and retrofitting older mines is technically tricky. The honest takeaway for a young person curious about this career: machines will keep taking over the most repetitive and dangerous parts of the job, but skilled human judgment — reading rock behavior, troubleshooting equipment, and making safety calls — is exactly what employers can't yet automate, and those workers will be needed for years to come.
Sources
Will AI replace Roof Bolters, Mining?
Not entirely. We think AI will take over some tasks, but not the whole job.
Roof bolting sits at a 35.8% AI Resilience Score, which tells you this career will change significantly, but it won't disappear. Automated bolting systems are already here: Sandvik's DS422iE cable bolter offers one-hole automation, tele-remote operation, and full fan automation [2], letting workers operate from a safer distance. Researchers have even built machine-learning frameworks that give robotic bolters the perception needed to handle unpredictable underground rock surfaces [1]. Machines are taking on the most repetitive, dangerous parts of the job.
What stays human is the judgment work: reading how rock behaves, troubleshooting equipment when geology surprises the machine, and making real-time safety calls. Those skills are hard to automate. Mining companies are also under serious pressure to adopt new technology because industry productivity fell by half from 1997 to 2023 [4], and a shrinking pipeline of mining engineering graduates makes remote and automated tools more attractive [5].
The honest picture: long-term employer demand for this specific role is weak, so we would not count on the job market growing. But workers who learn to operate and oversee automated bolting systems will be far more valuable than those who don't adapt.
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Latest AI news for Roof Bolters, Mining
These articles highlight the evolving role of AI in the mining sector, particularly for roof bolters. For instance, the research on "Roof Bolting Module Automation" emphasizes how automation enhances safety and productivity, vital for future miners. Additionally, the "AI Career Risk Report" indicates a significant risk of AI replacement in this role, scoring 69/100, urging students to develop skills that complement automation. Embracing new technologies can lead to safer and more efficient work environments, making resilience in adapting to AI advancements essential for a successful career in mining.
Roof Bolting Module Automation for Enhancing Miner Safety
www.alpha-foundation.org • 7/20/2026
by S Schafrik · 2023 — A major emphasis of this research paper is reviewing mining technology which improves roof bolter productivity and fosters safer, more sustainable working ... Read more
(PDF) A field study of a roof bolter canopy air curtain (2nd ...
www.researchgate.net • 7/20/2026
A field study of a roof bolter canopy air curtain (2nd generation) for respirable coal mine dust control. March 2019; International Journal of Mining Science ... Read more
AI Career Risk Report — Roof Bolters, Mining - ReplacedByAI
www.replacedbai.com • 7/20/2026
Jul 9, 2026 — Based on our analysis, Roof Bolters, Mining have a high risk of AI replacement with a score of 69/100. Many routine tasks in this role can be ... Read more
The impact of AI on the mining sector
mine.nridigital.com • 7/20/2026
Sep 25, 2024 — Automated rock bolting systems are quicker and more precise than manual methods, reducing underground accident risks. Inspection
Artificial Intelligence's Impact on Mining
www.bendtechgroup.com.au • 7/20/2026
Oct 7, 2017 — Artificial Intelligence's Impact on Mining. How AI is reshaping a mature industry, advancing efficiency and safety.
More Career Info
Career: Roof Bolters, Mining
They make mines safer by installing metal bolts into the roof to keep it from collapsing.
Parent Careers
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Employment & Wage Data
Median Wage
$78,540
Jobs (2024)
2,300
Growth (2024-34)
-34.2%
Annual Openings
100
Education
High school diploma or equivalent
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2024-2034
Task-Level AI Resilience Scores
AI-generated estimates of task resilience over the next 3 years
1
Position bolting machines, and insert drill bits into chucks.
2
Tighten ends of anchored truss bolts, using turnbuckles.
3
Position safety jacks to support underground mine roofs until bolts can be installed.
4
Install truss bolts traversing entire ceiling spans.
5
Remove drill bits from chucks after drilling holes and insert bolts into chucks.
6
Force bolts into holes, using hydraulic mechanisms of self-propelled bolting machines.
7
Rotate chucks to turn bolts and open expansion heads against rock formations.
Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.
