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AI Risk Comparison

Geoscientists, Except Hydrologists and Geographers vs Climate Change Policy Analysts

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

Safer role
Geoscientists, Except Hydrologists and Geographers
Higher risk
Climate Change Policy Analysts
Risk gap
0 points
Science & ResearchO*NET: 19-2042.00

Geoscientists, Except Hydrologists and Geographers

Study the composition, structure, and other physical aspects of the Earth. May use geological, physics, and mathematics knowledge in exploration for oil, gas, minerals, or underground water; or in waste disposal, land reclamation, or other environmental problems. May study the Earth's internal composition, atmospheres, and oceans, and its magnetic, electrical, and gravitational forces. Includes mineralogists, paleontologists, stratigraphers, geodesists, and seismologists.

AI Risk Score

39/100
Low

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

Automation factors

  • Plan or conduct geological, geochemical, or geophysical field studies or surveys, sample collection, or drilling and testing programs used to collect data for research or application.
  • Analyze and interpret geological data, using computer software.
  • Analyze and interpret geological, geochemical, or geophysical information from sources, such as survey data, well logs, bore holes, or aerial photos.
  • Analyzing Data or Information
  • Working with Computers

Top skills

Reading Comprehension4.12/5
Speaking4.00/5
Science4.00/5
Critical Thinking4.00/5
Active Listening3.88/5

Recommended career pivots

Hydrologists41/100Industrial Ecologists47/100Conservation Scientists33/100Soil and Plant Scientists37/100Geographers48/100
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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