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AI Risk Comparison

Materials Scientists vs Epidemiologists

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

Safer role
Materials Scientists
Higher risk
Epidemiologists
Risk gap
0 points
Science & ResearchO*NET: 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.

AI Risk Score

41/100
Medium

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

Automation factors

  • 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.
  • 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.
  • Processing Information
  • Analyzing Data or Information

Top skills

Reading Comprehension4.00/5
Active Listening4.00/5
Science4.00/5
Critical Thinking4.00/5
Complex Problem Solving4.00/5

Recommended career pivots

Science & ResearchO*NET: 19-1041.00

Epidemiologists

Investigate and describe the determinants and distribution of disease, disability, or health outcomes. May develop the means for prevention and control.

AI Risk Score

41/100
Medium

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

Automation factors

  • Communicate research findings on various types of diseases to health practitioners, policy makers, and the public.
  • Monitor and report incidents of infectious diseases to local and state health agencies.
  • Write grant applications to fund epidemiologic research.
  • Analyzing Data or Information
  • Processing Information

Top skills

Reading Comprehension4.25/5
Critical Thinking4.25/5
Complex Problem Solving4.25/5
Judgment and Decision Making4.25/5
Active Listening4.12/5

Recommended career pivots

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