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Automation Risk Analysis

Will “Project 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%

“Project 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%

“Project 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

  • 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.

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

  • 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.

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

  • 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.

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

  • Conduct environmental audits or inspections or investigations of violations.

  • 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.

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

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

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

  • Investigate and report on accidents affecting the environment.

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

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

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

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

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

  • Monitor environmental impacts of development activities.

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

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

Technologies & Software

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