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Automation Risk Analysis

Will “Water Pollution Scientist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #113 of 702. Estimated risk: 3.3%

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AI Exposure Risk

60%

“Water Pollution 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%

“Water Pollution 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

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

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

  • 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.

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

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

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

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

  • 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.

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

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

  • 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.

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

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

  • Investigate and report on accidents affecting the environment.

  • Monitor environmental impacts of development activities.

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

  • 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.

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

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

Technologies & Software

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