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Automation Risk Analysis

Will “Research Environmental Scientist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #113 of 702. Estimated risk: 3.3%

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AI Exposure Risk

60%

“Research Environmental Scientist” 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%

“Research Environmental Scientist” 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

  • Monitor environmental impacts of development activities.

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

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

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

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

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

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

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

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

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

  • 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.

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

  • Conduct environmental audits or inspections or investigations of violations.

  • 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.

  • 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.

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

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

  • Investigate and report on accidents affecting the environment.

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

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

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

Technologies & Software

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