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AI Risk Comparison

Chemists vs Astronomers

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

Safer role
Chemists
Higher risk
Astronomers
Risk gap
2 points
Science & ResearchO*NET: 19-2031.00

Chemists

Conduct qualitative and quantitative chemical analyses or experiments in laboratories for quality or process control or to develop new products or knowledge.

AI Risk Score

45/100
Medium

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

Automation factors

  • Develop, improve, or customize products, equipment, formulas, processes, or analytical methods.
  • Write technical papers or reports or prepare standards and specifications for processes, facilities, products, or tests.
  • Compile and analyze test information to determine process or equipment operating efficiency or to diagnose malfunctions.
  • Documenting/Recording Information
  • Analyzing Data or Information

Top skills

Science4.12/5
Reading Comprehension4.00/5
Critical Thinking4.00/5
Speaking3.88/5
Active Listening3.75/5

Recommended career pivots

Science & ResearchO*NET: 19-2011.00

Astronomers

Observe, research, and interpret astronomical phenomena to increase basic knowledge or apply such information to practical problems.

AI Risk Score

47/100
Medium

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

Automation factors

  • Analyze research data to determine its significance, using computers.
  • Develop instrumentation and software for astronomical observation and analysis.
  • Review scientific proposals and research papers.
  • Working with Computers
  • Analyzing Data or Information

Top skills

Reading Comprehension4.25/5
Science4.25/5
Writing4.12/5
Mathematics4.12/5
Critical Thinking4.12/5

Recommended career pivots

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