Mining
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Learn More about AI Risk in Mining
Explore the impact of artificial intelligence on the Mining industry. This page highlights which occupations are most at risk of automation and AI disruption within this sector. Use these insights to understand the evolving landscape, identify high-risk roles, and make informed, future-ready career decisions in Mining.
The Mining industry encompasses the extraction of a vast range of natural resources from the earth, including precious metals, coal, oil, and natural gas, as well as minerals used in manufacturing and construction, like iron ore and limestone. As the bedrock of the industrial economy, it furnishes essential raw materials for energy production, technology development, infrastructure building, and various manufacturing processes. Companies within this industry engage in activities such as prospecting, site development, mineral extraction, and ore processing. The industry also includes quarrying, well operations, beneficiating (e.g., crushing, screening, washing), and other preparation tasks that precede the sale of mined products. Moreover, this sector is pivotal in driving technological advances and innovation to ensure more efficient and environmentally responsible extraction methods.
Occupations in Mining
- Chief ExecutivesMedium38.73%Determine and formulate policies and provide overall direction of companies or private and public sector organizations within guidelines set up by a board of directors or similar governing body. Plan, direct, or coordinate operational activities at the highest level of management with the help of subordinate executives and staff managers.
- General and Operations ManagersMedium47.73%Plan, direct, or coordinate the operations of public or private sector organizations, overseeing multiple departments or locations. Duties and responsibilities include formulating policies, managing daily operations, and planning the use of materials and human resources, but are too diverse and general in nature to be classified in any one functional area of management or administration, such as personnel, purchasing, or administrative services. Usually manage through subordinate supervisors. Excludes First-Line Supervisors.
- Architectural and Engineering ManagersMedium49.05%Plan, direct, or coordinate activities in such fields as architecture and engineering or research and development in these fields.
- Compliance ManagersMedium47.57%Plan, direct, or coordinate activities of an organization to ensure compliance with ethical or regulatory standards.
- Human Resources SpecialistsMedium54.95%Recruit, screen, interview, or place individuals within an organization. May perform other activities in multiple human resources areas.
- Information Security AnalystsMedium53.69%Plan, implement, upgrade, or monitor security measures for the protection of computer networks and information. Assess system vulnerabilities for security risks and propose and implement risk mitigation strategies. May ensure appropriate security controls are in place that will safeguard digital files and vital electronic infrastructure. May respond to computer security breaches and viruses.
- Computer User Support SpecialistsMedium55.42%Provide technical assistance to computer users. Answer questions or resolve computer problems for clients in person, via telephone, or electronically. May provide assistance concerning the use of computer hardware and software, including printing, installation, word processing, electronic mail, and operating systems.
- Database AdministratorsMedium50.55%Administer, test, and implement computer databases, applying knowledge of database management systems. Coordinate changes to computer databases. Identify, investigate, and resolve database performance issues, database capacity, and database scalability. May plan, coordinate, and implement security measures to safeguard computer databases.
- Network and Computer Systems AdministratorsMedium57.76%Install, configure, and maintain an organization's local area network (LAN), wide area network (WAN), data communications network, operating systems, and physical and virtual servers. Perform system monitoring and verify the integrity and availability of hardware, network, and server resources and systems. Review system and application logs and verify completion of scheduled jobs, including system backups. Analyze network and server resource consumption and control user access. Install and upgrade software and maintain software licenses. May assist in network modeling, analysis, planning, and coordination between network and data communications hardware and software.
- Conduct subsurface surveys to identify the characteristics of potential land or mining development sites. May specify the ground support systems, processes, and equipment for safe, economical, and environmentally sound extraction or underground construction activities. May inspect areas for unsafe geological conditions, equipment, and working conditions. May design, implement, and coordinate mine safety programs.
- Petroleum EngineersMedium51.23%Devise methods to improve oil and gas extraction and production and determine the need for new or modified tool designs. Oversee drilling and offer technical advice.
- Directly supervise and coordinate activities of sales workers other than retail sales workers. May perform duties such as budgeting, accounting, and personnel work, in addition to supervisory duties.
- Directly supervise and coordinate the activities of clerical and administrative support workers.
- Billing and Posting ClerksHigh79.60%Compile, compute, and record billing, accounting, statistical, and other numerical data for billing purposes. Prepare billing invoices for services rendered or for delivery or shipment of goods.
- Dispatchers, Except Police, Fire, and AmbulanceMedium65.75%Schedule and dispatch workers, work crews, equipment, or service vehicles for conveyance of materials, freight, or passengers, or for normal installation, service, or emergency repairs rendered outside the place of business. Duties may include using radio, telephone, or computer to transmit assignments and compiling statistics and reports on work progress.
- Weigh, measure, and check materials, supplies, and equipment for the purpose of keeping relevant records. Duties are primarily clerical by nature. Includes workers who collect and keep record of samples of products or materials.
- Directly supervise and coordinate activities of construction or extraction workers.
- Helpers--ElectriciansLow13.85%Help electricians by performing duties requiring less skill. Duties include using, supplying, or holding materials or tools, and cleaning work area and equipment.
- Service Unit Operators, Oil and GasMedium38.98%Operate equipment to increase oil flow from producing wells or to remove stuck pipe, casing, tools, or other obstructions from drilling wells. Includes fishing-tool technicians.
- Operate or tend machinery at surface mining site, equipped with scoops, shovels, or buckets to excavate and load loose materials.
- Earth Drillers, Except Oil and GasMedium37.50%Operate a variety of drills such as rotary, churn, and pneumatic to tap subsurface water and salt deposits, to remove core samples during mineral exploration or soil testing, and to facilitate the use of explosives in mining or construction. Includes horizontal and earth boring machine operators.
- Continuous Mining Machine OperatorsLow31.32%Operate self-propelled mining machines that rip coal, metal and nonmetal ores, rock, stone, or sand from the mine face and load it onto conveyors, shuttle cars, or trucks in a continuous operation.
- Roof Bolters, MiningLow17.67%Operate machinery to install roof support bolts in underground mine.
- Operate underground loading or moving machine to load or move coal, ore, or rock using shuttle or mine car or conveyors. Equipment may include power shovels, hoisting engines equipped with cable-drawn scraper or scoop, or machines equipped with gathering arms and conveyor.
- Roustabouts, Oil and GasLow17.13%Assemble or repair oil field equipment using hand and power tools. Perform other tasks as needed.
- Helpers--Extraction WorkersLow24.71%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.
- Directly supervise and coordinate the activities of mechanics, installers, and repairers. May also advise customers on recommended services. Excludes team or work leaders.
- Diagnose, adjust, repair, or overhaul buses and trucks, or maintain and repair any type of diesel engines. Includes mechanics working primarily with automobile or marine diesel engines.
- Mobile Heavy Equipment Mechanics, Except EnginesMedium41.90%Diagnose, adjust, repair, or overhaul mobile mechanical, hydraulic, and pneumatic equipment, such as cranes, bulldozers, graders, and conveyors, used in construction, logging, and mining.
- Help installation, maintenance, and repair workers in maintenance, parts replacement, and repair of vehicles, industrial machinery, and electrical and electronic equipment. Perform duties such as furnishing tools, materials, and supplies to other workers; cleaning work area, machines, and tools; and holding materials or tools for other workers.
- Operate or control petroleum refining or processing units. May specialize in controlling manifold and pumping systems, gauging or testing oil in storage tanks, or regulating the flow of oil into pipelines.
- Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and TendersMedium48.23%Set up, operate, or tend continuous flow or vat-type equipment; filter presses; shaker screens; centrifuges; condenser tubes; precipitating, fermenting, or evaporating tanks; scrubbing towers; or batch stills. These machines extract, sort, or separate liquids, gases, or solids from other materials to recover a refined product. Includes dairy processing equipment operators.
- Set up, operate, or tend machines to crush, grind, or polish materials, such as coal, glass, grain, stone, food, or rubber.
- Drive switching or other locomotive or dinkey engines within railroad yard, industrial plant, quarry, construction project, or similar location.
- Conveyor Operators and TendersMedium44.52%Control or tend conveyors or conveyor systems that move materials or products to and from stockpiles, processing stations, departments, or vehicles. May control speed and routing of materials or products.
- Gas Compressor and Gas Pumping Station OperatorsMedium49.42%Operate steam-, gas-, electric motor-, or internal combustion-engine driven compressors. Transmit, compress, or recover gases, such as butane, nitrogen, hydrogen, and natural gas.
- Pump Operators, Except Wellhead PumpersMedium61.86%Tend, control, or operate power-driven, stationary, or portable pumps and manifold systems to transfer gases, oil, other liquids, slurries, or powdered materials to and from various vessels and processes.
- Wellhead PumpersMedium33.60%Operate power pumps and auxiliary equipment to produce flow of oil or gas from wells in oil field.
- Tank Car, Truck, and Ship LoadersMedium44.23%Load and unload chemicals and bulk solids, such as coal, sand, and grain, into or from tank cars, trucks, or ships, using material moving equipment. May perform a variety of other tasks relating to shipment of products. May gauge or sample shipping tanks and test them for leaks.