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Automation Risk Analysis

Will “Environmental Safety Specialist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #113 of 702. Estimated risk: 3.3%

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AI Exposure Risk

60%

“Environmental Safety 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%

“Environmental Safety 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

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

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

  • Investigate and report on accidents affecting the environment.

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

  • Monitor environmental impacts of development activities.

  • 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.

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

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

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

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

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

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

  • 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.

  • Conduct environmental audits or inspections or investigations of violations.

  • 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.

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

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

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

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

  • 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.

Technologies & Software

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