ConstructionO*NET: 47-5022.00
Will AI Replace Excavating and Loading Machine and Dragline Operators, Surface Mining?
Operate or tend machinery at surface mining site, equipped with scoops, shovels, or buckets to excavate and load loose materials.
76out of 100
High Risk
AI Risk Score
76/100
Risk Level
High
Job Zone
2/5
Entry
Total Tasks Analyzed
10
🤖 What AI Can Do
- â–¸Automate routine data processing tasks in excavating and loading machine and dragline operators, surface mining roles
- â–¸Generate reports and analyze structured data
- â–¸Handle repetitive document processing and filing
- â–¸Assist with scheduling and calendar management
- â–¸Draft initial communications and correspondence
- â–¸Provide data-driven insights and recommendations
👤 What Requires Humans
- â–¸Observe hand signals, grade stakes, or other markings when operating machines so that work can be performed to specifications.
- â–¸Operate machinery to perform activities such as backfilling excavations, vibrating or breaking rock or concrete, or making winter roads.
- â–¸Move materials over short distances, such as around a construction site, factory, or warehouse.
- â–¸Lubricate, adjust, or repair machinery and replace parts, such as gears, bearings, or bucket teeth.
Task Breakdown
👤Requires Humans (4)
- Observe hand signals, grade stakes, or other markings when operating machines so that work can be performed to specifications.
- Operate machinery to perform activities such as backfilling excavations, vibrating or breaking rock or concrete, or making winter roads.
- Move materials over short distances, such as around a construction site, factory, or warehouse.
- Lubricate, adjust, or repair machinery and replace parts, such as gears, bearings, or bucket teeth.
âš¡AI-Assisted (6)
- Move levers, depress foot pedals, and turn dials to operate power machinery, such as power shovels, stripping shovels, scraper loaders, or backhoes.
- Set up or inspect equipment prior to operation.
- Become familiar with digging plans, machine capabilities and limitations, and efficient and safe digging procedures in a given application.
- Receive written or oral instructions regarding material movement or excavation.
- Create or maintain inclines or ramps.
- Handle slides, mud, or pit cleanings or maintenance.
Key Skills Analysis
Operation and Control
Importance: 4.12/5.00
Operations MonitoringAI-Vulnerable
Importance: 3.62/5.00
Monitoring
Importance: 3.12/5.00
Reading ComprehensionAI-Vulnerable
Importance: 3.00/5.00
Active Listening
Importance: 3.00/5.00
Speaking
Importance: 3.00/5.00
Critical ThinkingAI-Resistant
Importance: 3.00/5.00
Active LearningAI-Resistant
Importance: 3.00/5.00
Social PerceptivenessAI-Resistant
Importance: 3.00/5.00
CoordinationAI-Resistant
Importance: 3.00/5.00
PersuasionAI-Resistant
Importance: 3.00/5.00
Complex Problem SolvingAI-Resistant
Importance: 3.00/5.00
Equipment SelectionAI-Vulnerable
Importance: 3.00/5.00
Equipment Maintenance
Importance: 3.00/5.00
Troubleshooting
Importance: 3.00/5.00
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Frequently Asked Questions
Based on our analysis, Excavating and Loading Machine and Dragline Operators, Surface Mining have a high risk of AI replacement with a score of 76/100. Many routine tasks in this role can be automated, but human oversight remains important.
Last updated: 2026-03-28· Data from O*NET 30.2 & Frey/Osborne automation research