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.
You're basically automation-proof
Safer than 11% of occupations we track
Disruption Vector
Hybrid Threat
Both AI software and physical automation threaten different aspects of this role, creating a compound risk from multiple directions.
Materials engineers are using AI tools like Citrine Informatics and Aflow for materials property prediction and inverse design—dramatically accelerating the discovery of alloys, polymers, and coatings. Experimental validation, failure analysis of novel materials in production, and translating lab discoveries to manufacturing processes remain human-intensive. By 2027, AI compresses the discovery phase significantly but creates new demand for engineers who can bridge AI-predicted materials to real-world manufacturability.
Salary & Job Outlook
AI Risk Timeline
Projection model: Based on current AI capability growth rates. High-risk occupations are projected to see compounding automation pressure, while human-centric roles show slower risk accumulation. These are statistical projections, not guarantees.
Skills Analysis — AI Vulnerability
Similar Safe Careers
Materials Engineers is already low-risk. Explore similarly safe occupations:
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Materials Engineers
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You're safer than 11% of all knowledge workers we track.
This analysis is for informational purposes only and is based on statistical models and academic research. It does not constitute career advice and is not a guarantee of future employment outcomes. AI impact varies significantly by employer, region, and individual circumstances. Learn about our methodology →