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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

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

  • Investigate and report on accidents affecting the environment.

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

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

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

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

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

  • Conduct environmental audits or inspections or investigations of violations.

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

  • 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.

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

  • Monitor environmental impacts of development activities.

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

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

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

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

  • 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.

  • 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.

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

Technologies & Software

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