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AI Risk Comparison

Animal Scientists vs Urban and Regional Planners

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

Safer role
Animal Scientists
Higher risk
Urban and Regional Planners
Risk gap
0 points
Science & ResearchO*NET: 19-1011.00

Animal Scientists

Conduct research in the genetics, nutrition, reproduction, growth, and development of domestic farm animals.

AI Risk Score

36/100
Low

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

Automation factors

  • Conduct research concerning animal nutrition, breeding, or management to improve products or processes.
  • Study effects of management practices, processing methods, feed, or environmental conditions on quality and quantity of animal products, such as eggs and milk.
  • Analyzing Data or Information
  • Working with Computers
  • Processing Information

Top skills

Reading Comprehension4.12/5
Writing4.00/5
Science4.00/5
Critical Thinking4.00/5
Complex Problem Solving4.00/5

Recommended career pivots

Food Scientists and Technologists36/100Soil and Plant Scientists37/100Microbiologists39/100Farmers, Ranchers, and Other Agricultural Managers28/100Veterinarians30/100
Science & ResearchO*NET: 19-3051.00

Urban and Regional Planners

Develop comprehensive plans and programs for use of land and physical facilities of jurisdictions, such as towns, cities, counties, and metropolitan areas.

AI Risk Score

36/100
Low

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

Automation factors

  • Create, prepare, or requisition graphic or narrative reports on land use data, including land area maps overlaid with geographic variables, such as population density.
  • Conduct field investigations, surveys, impact studies, or other research to compile and analyze data on economic, social, regulatory, or physical factors affecting land use.
  • Review and evaluate environmental impact reports pertaining to private or public planning projects or programs.
  • Evaluating Information to Determine Compliance with Standards
  • Updating and Using Relevant Knowledge

Top skills

Active Listening4.12/5
Speaking4.12/5
Judgment and Decision Making4.12/5
Reading Comprehension4.00/5
Critical Thinking4.00/5

Recommended career pivots

Transportation Planners48/100Project Management Specialists5/100Chief Sustainability Officers32/100Sustainability Specialists41/100Brownfield Redevelopment Specialists and Site Managers38/100

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