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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

  • Investigate and report on accidents affecting the environment.

  • 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.

  • Monitor environmental impacts of development activities.

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

  • 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.

  • 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.

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

Technologies & Software

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