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Automation Risk Analysis

Will “Natural Resources Specialist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #113 of 702. Estimated risk: 3.3%

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AI Exposure Risk

60%

“Natural Resources Specialist” will maybe 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 60% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

31%

“Natural Resources Specialist” 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 31% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Environmental Scientists and Specialists, Including Health, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Conduct research or perform investigation for the purpose of identifying, abating, or eliminating sources of pollutants or hazards that affect either the environment or public health. Using knowledge of various scientific disciplines, may collect, synthesize, study, report, and recommend action based on data derived from measurements or observations of air, food, soil, water, and other sources.

Avg. Annual Salary $88,640
Avg. Hourly Wage $42.62
Available Jobs (US) 84,930
Job Title & Hierarchy Code (SOC) Environmental Scientists and Specialists, Including Health #19-2041
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Environmental Scientists and Specialists, Including Health”

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Core Skills & Abilities

  • Develop the technical portions of legal documents, administrative orders, or consent decrees.

  • Review and implement environmental technical standards, guidelines, policies, and formal regulations that meet all appropriate requirements.

  • Supervise or train students, environmental technologists, technicians, or other related staff.

  • Collect, synthesize, analyze, manage, and report environmental data, such as pollution emission measurements, atmospheric monitoring measurements, meteorological or mineralogical information, or soil or water samples.

  • Analyze data to determine validity, quality, and scientific significance and to interpret correlations between human activities and environmental effects.

  • Provide advice on proper standards and regulations or the development of policies, strategies, or codes of practice for environmental management.

  • Communicate scientific or technical information to the public, organizations, or internal audiences through oral briefings, written documents, workshops, conferences, training sessions, or public hearings.

  • Plan or develop research models, using knowledge of mathematical and statistical concepts.

  • Monitor effects of pollution or land degradation and recommend means of prevention or control.

  • Evaluate violations or problems discovered during inspections to determine appropriate regulatory actions or to provide advice on the development and prosecution of regulatory cases.

  • Determine data collection methods to be employed in research projects or surveys.

  • Process and review environmental permits, licenses, or related materials.

  • Conduct applied research on environmental topics, such as waste control or treatment or pollution abatement methods.

  • Prepare charts or graphs from data samples, providing summary information on the environmental relevance of the data.

  • Research sources of pollution to determine their effects on the environment and to develop theories or methods of pollution abatement or control.

  • Conduct environmental audits or inspections or investigations of violations.

  • Investigate and report on accidents affecting the environment.

  • Develop programs designed to obtain the most productive, non-damaging use of land.

  • Develop methods to minimize the impact of production processes on the environment, based on the study and assessment of industrial production, environmental legislation, and physical, biological, and social environments.

  • Provide scientific or technical guidance, support, coordination, or oversight to governmental agencies, environmental programs, industry, or the public.

  • Design or direct studies to obtain technical environmental information about planned projects.

  • Monitor environmental impacts of development activities.

Technologies & Software

  • Microsoft Excel
  • Adobe Acrobat
  • Tucows ChemBase
  • Microsoft Word
  • Ecotech WinAQMS
  • Wolfel IMMI
  • Emissions tracking software
  • Chemical management tracking software
  • Kimi (Moonshot AI)
  • EarthSoft EQuIS Geology
  • Material safety data sheet MSDS software
  • Hotspot
  • Mistral AI (chat/models)
  • SoundPLAN
  • Geomechanical design analysis GDA software
  • Claude (Anthropic)
  • Nova (Amazon)
  • Perplexity AI
  • Golden Software Surfer
  • Rad Pro Calculator
  • Link Microtek
  • Graphics software
  • Mistral (Mistral AI)
  • Structured query language SQL
  • ADMS pollution modeling software
  • NotebookLM (Google)
  • Microsoft SharePoint Server
  • Adobe Illustrator
  • Sun Microsystems Java
  • ESRI ArcGIS software
  • Microsoft PowerPoint
  • SmugMug Flickr
  • Consensus
  • Autodesk AutoCAD
  • Mapping software
  • SAP software
  • Microsoft Project
  • Microsoft Access
  • MIRS Compliance
  • Laboratory information management system LIMS
  • Chemicals and Irrigation CANDI
  • Lakes Environmental Emissions View
  • Microsoft Outlook
  • Microsoft Visual Basic
  • Bentley MicroStation
  • Lakes Environmental SLAB View
  • TANKS
  • IBM SPSS Statistics
  • DQO ELIPGRID-PC
  • Semantic Scholar AI
  • Spreadsheet software
  • ESRI ArcInfo
  • DataPipe EHS
  • Gemini for Workspace
  • Database software
  • RockWare ArcMap
  • Word processing software
  • Gemini (Google)
  • Geographic information system GIS systems
  • Qwen (Alibaba)
  • Lakes Environmental EcoRisk View
  • Corel CorelDraw Graphics Suite
  • RSA RadCalc
  • Compass software
  • ChatGPT (OpenAI)
  • Geographic information system GIS software
  • Ecotech WinCollect
  • Scite AI
  • C++
  • Grok (xAI)
  • DeepSeek
  • Web browser software
  • Llama (Meta)
  • Lakes Environmental ISC-AERMOD View
  • CAP88-PC
  • CERC EMIT
  • Smart Data Solutions RS Solutions
  • ESRI ArcView
  • Statistical software
  • Elicit
  • Microsoft Office software
  • Soil analysis kits
  • Water quality testing photometers
  • Rain water samplers
  • Air/soil temperature sensors
  • Multichannel analyzers
  • Mainframe computers
  • Air quality dataloggers
  • Closed pipe Doppler water flow meters
  • Manometers
  • Ammonia meters
  • Fiberglass metering manholes
  • Noise dosimeters
  • Global positioning system GPS receivers
  • Submersible water data loggers
  • Nephelometers
  • Digital cameras
  • Ambient air quality monitoring systems
  • Airboats
  • Heat stress monitors
  • Bottom dredge samplers
  • Colorimeters
  • Analog survey meters
  • Particulate samplers
  • Anemometers
  • Aerosol spectrometers
  • Desktop computers
  • Explosimeters
  • Atmospheric deposition collectors
  • Digital survey meters
  • Fuel temperature sensors
  • Groundwater monitoring systems
  • Evaporation gauge sensors
  • Viscosity meters
  • HNu photoionization detectors PID
  • Chlorine dioxide meters
  • Bailers
  • Psychrometers
  • Lead water sampling kits
  • Moisture meters
  • Soil gas sampling systems
  • Mass spectrometers
  • Multiparameter water quality instruments
  • All terrain vehicles ATV
  • Personal computers
  • Automatic samplers
  • Scintillation counters
  • Comparator water test kits
  • Field radiological measuring devices
  • Oil water interface meters
  • Water velocity flow meters
  • Smoke generators
  • Chlorine meters
  • Coliform testing systems
  • Electromagnetic field EMF meters
  • Drop count industrial water test kits
  • pH meters
  • Radon monitors
  • Hand held augers
  • Gas spillage detectors
  • Ionization chambers
  • Notebook computers
  • Gas chromatographs GC
  • Spectrophotometers
  • Bomb samplers
  • Ozone meters
  • Sound level meters
  • Photoionization detectors PID
  • Dosimeters
  • Lead air sampling kits
  • Combustible gas monitors
  • Geiger-Mueller meters
  • Liquid samplers
  • Depth meters
  • Mercury monitors
  • Dataloggers
  • Scintillation probes
  • Turbidimeters
  • Core samplers
  • Carbon monoxide meters
  • Toxic mold test kits
  • Pocket personal computers PC
  • Stormwater samplers
  • Soil probes