Jobs / Science and research / 19-2032.00
Materials Scientists
Research and study the structures and chemical properties of various natural and synthetic or composite materials, including metals, alloys, rubber, ceramics, semiconductors, polymers, and glass. Determine ways to strengthen or combine materials or develop new materials with new or specific properties for use in a variety of products and applications. Includes glass scientists, ceramic scientists, metallurgical scientists, and polymer scientists.
- US jobs
- 8,470
- Median wage
- $117,790 a year
- Job family
- Science and research
Can agents do the work of materials scientists?
We read the evidence at the level of the job family, Science and research:
- Task levelPartialThin evidence. CORE-Bench asks agents to reproduce the results of published papers in computer science, social science, and medicine from the authors' code and data. Princeton's HAL team declared it solved in December 2025: Claude Code with Claude Opus 4.5 scored 95.5% after manual regrading. No benchmark in our collection tests new experiments or lab work.
- Project levelNot yetThin evidence. On PaperBench, where agents replicate machine learning papers from scratch, the best official result is 26.0% (o1, April 2025). On a small subset, ML PhDs scored 41.4% against o1's 26.6%. No newer official results exist, and no benchmark tests research projects in other sciences.
Benchmarks for the job family
These cover work in science and research, not always this occupation's tasks.
- 95.5%Claude Code + Claude Opus 4.5 (after manual regrading) · 3 Dec 2025Solved
Typical tasks
From O*NET 31.0. Core tasks first. Few of these tasks have a benchmark today.
- Conduct research on the structures and properties of materials, such as metals, alloys, polymers, and ceramics, to obtain information that could be used to develop new products or enhance existing ones.
- Test metals to determine conformance to specifications of mechanical strength, strength-weight ratio, ductility, magnetic and electrical properties, and resistance to abrasion, corrosion, heat, and cold.
- Test material samples for tolerance under tension, compression, and shear to determine the cause of metal failures.
- Determine ways to strengthen or combine materials or develop new materials with new or specific properties for use in a variety of products and applications.
- Prepare reports, manuscripts, proposals, and technical manuals for use by other scientists and requestors, such as sponsors and customers.
- Plan laboratory experiments to confirm feasibility of processes and techniques used in the production of materials with special characteristics.
- Recommend materials for reliable performance in various environments.
- Supervise and monitor production processes to ensure efficient use of equipment, timely changes to specifications, and project completion within time frame and budget.
- Research methods of processing, forming, and firing materials to develop such products as ceramic dental fillings, unbreakable dinner plates, and telescope lenses.
- Perform experiments and computer modeling to study the nature, structure, and physical and chemical properties of metals and their alloys, and their responses to applied forces.
- Devise testing methods to evaluate the effects of various conditions on particular materials.
- Test individual parts and products to ensure that manufacturer and governmental quality and safety standards are met.
Other job titles for this occupation (16)
Applications Scientist · Materials Research Engineer · Materials Scientist · Metallurgical Engineer · Micro Electrical/Mechanical Systems Device Scientist (MEMS Device Scientist) · Polymer Materials Consultant · R and D Scientist (Research and Development Scientist) · Research Scientist · Scientist · Analytical Scientist · Material Science Engineer · Metal Alloy Scientist · Metallurgist · Plastics Scientist · Polymer Specialist · Research Development Specialist