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AI Risk Comparison

Geneticists vs Climate Change Policy Analysts

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

Safer role
Geneticists
Higher risk
Climate Change Policy Analysts
Risk gap
0 points
Science & ResearchO*NET: 19-1029.03

Geneticists

Research and study the inheritance of traits at the molecular, organism or population level. May evaluate or treat patients with genetic disorders.

AI Risk Score

39/100
Low

Lower risk: the role depends more on human judgment and context.

Automation factors

  • Plan or conduct basic genomic and biological research related to areas such as regulation of gene expression, protein interactions, metabolic networks, and nucleic acid or protein complexes.
  • Maintain laboratory notebooks that record research methods, procedures, and results.
  • Review, approve, or interpret genetic laboratory results.
  • Documenting/Recording Information
  • Analyzing Data or Information

Top skills

Reading Comprehension4.25/5
Science4.12/5
Active Listening4.00/5
Writing4.00/5
Speaking4.00/5

Recommended career pivots

Molecular and Cellular Biologists39/100Biochemists and Biophysicists41/100Medical Scientists, Except Epidemiologists40/100Bioinformatics Scientists41/100Microbiologists39/100
Science & ResearchO*NET: 19-2041.01

Climate Change Policy Analysts

Research and analyze policy developments related to climate change. Make climate-related recommendations for actions such as legislation, awareness campaigns, or fundraising approaches.

AI Risk Score

39/100
Low

Lower risk: the role depends more on human judgment and context.

Automation factors

  • Prepare study reports, memoranda, briefs, testimonies, or other written materials to inform government or environmental groups on environmental issues, such as climate change.
  • Make legislative recommendations related to climate change or environmental management, based on climate change policies, principles, programs, practices, and processes.
  • Gather and review climate-related studies from government agencies, research laboratories, and other organizations.
  • Analyzing Data or Information
  • Updating and Using Relevant Knowledge

Top skills

Reading Comprehension4.25/5
Active Listening4.00/5
Critical Thinking4.00/5
Writing3.88/5
Speaking3.88/5

Recommended career pivots

Chief Sustainability Officers32/100Environmental Scientists and Specialists, Including Health40/100Industrial Ecologists47/100Environmental Economists55/100Sustainability Specialists41/100

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