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Automation Risk Analysis

Will “Pollution Control Chemist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #113 of 702. Estimated risk: 3.3%

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AI Exposure Risk

60%

“Pollution Control Chemist” 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%

“Pollution Control Chemist” 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.

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

  • 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.

  • 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.

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

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

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

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

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

  • Investigate and report on accidents affecting the environment.

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

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

  • 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.

  • 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.

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

  • Monitor environmental impacts of development activities.

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

  • 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.

Technologies & Software

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