Engineering & ArchitectureO*NET: 17-2131.00
Will AI Replace 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.
41out of 100
Medium Risk
AI Risk Score
41/100
Risk Level
Medium
Job Zone
4/5
Advanced
Total Tasks Analyzed
20
🤖 What AI Can Do
- ▸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.
👤 What Requires Humans
- ▸Conduct or supervise tests on raw materials or finished products to ensure their quality.
- ▸Plan and implement laboratory operations to develop material and fabrication procedures that meet cost, product specification, and performance standards.
- ▸Conduct training sessions on new material products, applications, or manufacturing methods for customers and their employees.
Task Breakdown
🤖AI Can Automate (2)
- 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.
👤Requires Humans (3)
- Conduct or supervise tests on raw materials or finished products to ensure their quality.
- Plan and implement laboratory operations to develop material and fabrication procedures that meet cost, product specification, and performance standards.
- Conduct training sessions on new material products, applications, or manufacturing methods for customers and their employees.
⚡AI-Assisted (15)
- Design and direct the testing or control of processing procedures.
- Monitor material performance, and evaluate its deterioration.
- Evaluate technical specifications and economic factors relating to process or product design objectives.
- Modify properties of metal alloys, using thermal and mechanical treatments.
- Determine appropriate methods for fabricating and joining materials.
- Guide technical staff in developing materials for specific uses in projected products or devices.
- Review new product plans, and make recommendations for material selection, based on design objectives such as strength, weight, heat resistance, electrical conductivity, and cost.
- Supervise the work of technologists, technicians, and other engineers and scientists.
Key Skills Analysis
Reading ComprehensionAI-Vulnerable
Importance: 4.00/5.00
Active Listening
Importance: 4.00/5.00
Science
Importance: 4.00/5.00
Complex Problem SolvingAI-Resistant
Importance: 4.00/5.00
Critical ThinkingAI-Resistant
Importance: 3.88/5.00
WritingAI-Vulnerable
Importance: 3.75/5.00
Speaking
Importance: 3.75/5.00
MathematicsAI-Vulnerable
Importance: 3.75/5.00
Active LearningAI-Resistant
Importance: 3.25/5.00
Judgment and Decision MakingAI-Resistant
Importance: 3.25/5.00
Monitoring
Importance: 3.12/5.00
InstructingAI-Resistant
Importance: 3.12/5.00
Service OrientationAI-Resistant
Importance: 3.12/5.00
Operations AnalysisAI-Vulnerable
Importance: 3.12/5.00
Quality Control AnalysisAI-Vulnerable
Importance: 3.12/5.00
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Frequently Asked Questions
Based on our analysis, Materials Engineers have a medium risk of AI replacement with a score of 41/100. While some tasks can be assisted by AI, the core responsibilities require human judgment and skills.
Last updated: 2026-03-28· Data from O*NET 30.2 & Frey/Osborne automation research