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Automation Risk Analysis

Will “Natural Resources Manager” be Automated?

Historical Context: Oxford Study (2013)

Ranked #80 of 702. Estimated risk: 1.8%

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AI Exposure Risk

41%

“Natural Resources Manager” will probably 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 41% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

36%

“Natural Resources Manager” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 36% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Natural Sciences Managers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Plan, direct, or coordinate activities in such fields as life sciences, physical sciences, mathematics, statistics, and research and development in these fields.

Avg. Annual Salary $173,500
Avg. Hourly Wage $83.41
Available Jobs (US) 100,870
Job Title & Hierarchy Code (SOC) Natural Sciences Managers #11-9121
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Natural Sciences Managers”

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Core Skills & Abilities

  • Advise or assist in obtaining patents or meeting other legal requirements.

  • Design or coordinate successive phases of problem analysis, solution proposals, or testing.

  • Determine scientific or technical goals within broad outlines provided by top management and make detailed plans to accomplish these goals.

  • Conduct own research in field of expertise.

  • Confer with scientists, engineers, regulators, or others to plan or review projects or to provide technical assistance.

  • Hire, supervise, or evaluate engineers, technicians, researchers, or other staff.

  • Prepare project proposals.

  • Develop client relationships and communicate with clients to explain proposals, present research findings, establish specifications, or discuss project status.

  • Develop or implement policies, standards, or procedures for the architectural, scientific, or technical work performed to ensure regulatory compliance or operations enhancement.

  • Develop innovative technology or train staff for its implementation.

  • Provide for stewardship of plant or animal resources or habitats, studying land use, monitoring animal populations, or providing shelter, resources, or medical treatment for animals.

  • Plan or direct research, development, or production activities.

  • Prepare and administer budgets, approve and review expenditures, and prepare financial reports.

  • Make presentations at professional meetings to further knowledge in the field.

  • Review project activities and prepare and review research, testing, or operational reports.

  • Recruit personnel or oversee the development or maintenance of staff competence.

Technologies & Software

  • Napkin AI
  • Microsoft Access
  • Motion (AI Scheduler)
  • STATISTICA
  • Microsoft Project
  • Fireflies.ai
  • Graphics software
  • Microsoft Visio
  • Adobe Acrobat
  • Integrated development environment IDE software
  • R
  • Notion AI
  • SAS
  • IBM SPSS Statistics
  • IBM Lotus 1-2-3
  • Microsoft PowerPoint
  • ESRI ArcGIS software
  • Laboratory information management system LIMS
  • Adobe Photoshop
  • Word processing software
  • The MathWorks MATLAB
  • Microsoft Excel
  • Microsoft Copilot
  • Web browser software
  • Microsoft Outlook
  • Perplexity AI
  • ChatGPT (OpenAI)
  • Microsoft Office software
  • Otter.ai
  • StataCorp Stata
  • Gemini for Workspace
  • Clinical trial management software
  • Microsoft SharePoint
  • SAP software
  • Structured query language SQL
  • Oracle Database
  • SAP Business Objects
  • Claude (Anthropic)
  • Microsoft Word
  • Color plotters
  • Laptop computers
  • Universal serial bus USB flash drives
  • Personal computers
  • Desktop computers
  • Liquid crystal display LCD video projectors