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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

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

  • Monitor environmental impacts of development activities.

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

  • 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 environmental audits or inspections or investigations of violations.

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

  • Investigate and report on accidents affecting the environment.

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

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

  • 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.

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

  • 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.

  • 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.

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

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

  • 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.

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

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

Technologies & Software

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