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Automation Risk Analysis

Will “Water Pollution Specialist” 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 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%

“Water Pollution 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

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

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

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

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

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

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

  • Conduct environmental audits or inspections or investigations of violations.

  • 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.

  • 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.

  • Investigate and report on accidents affecting the environment.

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

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

  • 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.

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

  • 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.

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

  • 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.

Technologies & Software

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