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Automation Squad

Role

AI for Materials Scientists

Robert MacKelfresh

By Robert MacKelfresh

Founder, Automation Squad

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.

Materials Scientists · O*NET 19-2032.00 · Job Zone 4 · sourced from the U.S. Department of Labor occupation database

Automation coverage

9 of 37tools on this list have an AI solution available today

Counted by matching the tools this occupation is documented as using against a corpus of 226,452 AI products, MCP servers, skills and connectors. Where a tool has no match, we say so rather than inventing one.

AI you can use for this job

22 matched to the tools materials scientists use. Showing 22.

The tools this job actually uses

37 documented for this occupation. Showing 37, hot technologies first. A filled dot means an AI solution exists for it.

  • Hypertext markup language HTMLhot
  • IBM SPSS Statisticshot
  • Microsoft Excelhot
  • Microsoft Office softwarehot
  • Microsoft PowerPointhot
  • Microsoft Wordhot
  • Pythonhot
  • Rhot
  • The MathWorks MATLABhot
  • Accelrys Materials Studio
  • Advanced Chemistry Development Analytical Laboratory
  • ANSYS LS-DYNA
  • ANSYS Multiphysics
  • Bruker AXS EVA
  • Bruker AXS LEPTOS
  • Bruker AXS TOPAS
  • Chempute Software HSC Chemistry
  • CrystalMaker
  • Dassault Systemes Abaqus
  • Email software
  • GAMESS-US
  • General Structural Analysis System GSAS
  • International Centre for Diffraction Data ICDD DDView
  • Maplesoft Maple
  • Materials Data Incorporated Jade
  • Multichannel microelectrode analyzer MMA software
  • National Instruments LabVIEW
  • Olympus Image Analysis
  • PANalytical X'Pert Data Collector
  • PANalytical X'Pert Epitaxy
  • PWscf
  • RIETAN
  • SolidWorks COSMOSWorks
  • Stewart Computational Chemistry MOPAC
  • VAMP/VASP
  • Web browser software
  • Wolfram Research Mathematica

What this job involves

18 documented tasks, most important first. Showing 18.

  1. 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.
  2. 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.
  3. Test material samples for tolerance under tension, compression, and shear to determine the cause of metal failures.
  4. 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.
  5. Prepare reports, manuscripts, proposals, and technical manuals for use by other scientists and requestors, such as sponsors and customers.
  6. Plan laboratory experiments to confirm feasibility of processes and techniques used in the production of materials with special characteristics.
  7. Recommend materials for reliable performance in various environments.
  8. Supervise and monitor production processes to ensure efficient use of equipment, timely changes to specifications, and project completion within time frame and budget.
  9. Research methods of processing, forming, and firing materials to develop such products as ceramic dental fillings, unbreakable dinner plates, and telescope lenses.
  10. 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.
  11. Devise testing methods to evaluate the effects of various conditions on particular materials.
  12. Test individual parts and products to ensure that manufacturer and governmental quality and safety standards are met.
  13. Confer with customers to determine how to tailor materials to their needs.
  14. Teach in colleges and universities.
  15. Visit suppliers of materials or users of products to gather specific information.
  16. Write research papers for publication in scientific journals.
  17. Research or design methods of processing, forming, and firing materials to develop products, such as ceramic dental fillings, unbreakable dinner plates, and telescope lenses.
  18. Review and select materials for products to meet product design and cost requirements.
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