Which job is safer from AI: Biologists or Climate Change Policy Analysts?

Biologists is safer from AI based on ReplacedByAI risk scores. Biologists has an AI replacement risk score of 38/100 (Low), while Climate Change Policy Analysts has a score of 39/100 (Low).

What is Biologists's AI replacement risk?

Biologists has an AI replacement risk score of 38/100, which ReplacedByAI classifies as low risk. Lower risk: the role depends more on human judgment and context.

What is Climate Change Policy Analysts's AI replacement risk?

Climate Change Policy Analysts has an AI replacement risk score of 39/100, which ReplacedByAI classifies as low risk. Lower risk: the role depends more on human judgment and context.

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AI Risk Comparison

Biologists vs Climate Change Policy Analysts

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

Safer role

Biologists

Higher risk

Climate Change Policy Analysts

Risk gap

1 points

Science & ResearchO*NET: 19-1029.04

Biologists

Research or study basic principles of plant and animal life, such as origin, relationship, development, anatomy, and functions.

AI Risk Score

38/100

Low

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

Automation factors

Program and use computers to store, process, and analyze data.
Prepare technical and research reports, such as environmental impact reports, and communicate the results to individuals in industry, government, or the general public.
Develop and maintain liaisons and effective working relations with groups and individuals, agencies, and the public to encourage cooperative management strategies or to develop information and interpret findings.
Processing Information
Working with Computers

Top skills

Science4.62/5

Reading Comprehension4.12/5

Writing4.12/5

Active Listening4.00/5

Speaking4.00/5

Recommended career pivots

Molecular and Cellular Biologists39/100 Zoologists and Wildlife Biologists32/100 Geneticists39/100 Biological Technicians93/100 Microbiologists39/100

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

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