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Automation Risk Analysis

Will “Environmental 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%

“Environmental 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%

“Environmental 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

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

  • Conduct environmental audits or inspections or investigations of violations.

  • Monitor environmental impacts of development activities.

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

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

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

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

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

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

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

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

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

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

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

  • Investigate and report on accidents affecting the environment.

  • 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.

  • 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.

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

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

  • 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.

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

Technologies & Software

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