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AI Risk Comparison

Materials Engineers vs Mining and Geological Engineers, Including Mining Safety Engineers

Compare AI replacement risk, automatable work, resilient skills, and potential career pivots for both occupations.

Safer role
Materials Engineers
Higher risk
Mining and Geological Engineers, Including Mining Safety Engineers
Risk gap
1 points
Engineering & ArchitectureO*NET: 17-2131.00

Materials Engineers

Evaluate materials and develop machinery and processes to manufacture materials for use in products that must meet specialized design and performance specifications. Develop new uses for known materials. Includes those engineers working with composite materials or specializing in one type of material, such as graphite, metal and metal alloys, ceramics and glass, plastics and polymers, and naturally occurring materials. Includes metallurgists and metallurgical engineers, ceramic engineers, and welding engineers.

AI Risk Score

41/100
Medium

Moderate risk: AI can reshape important parts of the role.

Automation factors

  • Analyze product failure data and laboratory test results to determine causes of problems and develop solutions.
  • Replicate the characteristics of materials and their components, using computers.
  • Analyzing Data or Information
  • Updating and Using Relevant Knowledge
  • Monitoring Processes, Materials, or Surroundings

Top skills

Reading Comprehension4.00/5
Active Listening4.00/5
Science4.00/5
Complex Problem Solving4.00/5
Critical Thinking3.88/5

Recommended career pivots

Materials Scientists41/100Chemical Engineers48/100Manufacturing Engineers46/100Industrial Engineers43/100Mechanical Engineers47/100
Engineering & ArchitectureO*NET: 17-2151.00

Mining and Geological Engineers, Including Mining Safety Engineers

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.

AI Risk Score

42/100
Medium

Moderate risk: AI can reshape important parts of the role.

Automation factors

  • Prepare technical reports for use by mining, engineering, and management personnel.
  • Select locations and plan underground or surface mining operations, specifying processes, labor usage, and equipment that will result in safe, economical, and environmentally sound extraction of minerals and ores.
  • Prepare schedules, reports, and estimates of the costs involved in developing and operating mines.
  • Working with Computers
  • Processing Information

Top skills

Complex Problem Solving4.12/5
Reading Comprehension4.00/5
Writing4.00/5
Speaking4.00/5
Critical Thinking4.00/5

Recommended career pivots

Petroleum Engineers66/100Civil Engineers44/100Geological Technicians, Except Hydrologic Technicians77/100Industrial Engineers43/100Geothermal Production Managers33/100

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