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Automation Risk Analysis

Will “Paleobotanist” be Automated?

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AI Exposure Risk

1%

“Paleobotanist” will not be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 1% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

1%

“Paleobotanist” will not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 1% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Life Scientists, All Other, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: All life scientists not listed separately.

Avg. Annual Salary $101,940
Avg. Hourly Wage $49.01
Available Jobs (US) 7,320
Job Title & Hierarchy Code (SOC) Life Scientists, All Other #19-1099
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Life Scientists, All Other”

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Related Occupations & Automation Risk

Economists

AI Risk 63%
Robot Risk 15%

Biochemists and Biophysicists

AI Risk 62%
Robot Risk 47%

Industrial Ecologists

AI Risk 61%
Robot Risk 23%

Geographers

AI Risk 61%
Robot Risk 28%

Environmental Economists

AI Risk 61%
Robot Risk 18%

Atmospheric and Space Scientists

AI Risk 61%
Robot Risk 28%

Technologies & Software

  • Mistral AI (chat/models)
  • Perplexity AI
  • Semantic Scholar AI
  • NotebookLM (Google)
  • Gemini for Workspace
  • Claude (Anthropic)
  • Consensus
  • Scite AI
  • Elicit

Alternative Job Titles