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Automation Risk Analysis

Will “Environmental Field Professional” be Automated?

Historical Context: Oxford Study (2013)

Ranked #225 of 702. Estimated risk: 25.0%

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AI Exposure Risk

31%

“Environmental Field Professional” will probably not 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 31% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

44%

“Environmental Field Professional” 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 44% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Environmental Engineering Technologists and Technicians, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Apply theory and principles of environmental engineering to modify, test, and operate equipment and devices used in the prevention, control, and remediation of environmental problems, including waste treatment and site remediation, under the direction of engineering staff or scientists. May assist in the development of environmental remediation devices.

Avg. Annual Salary $63,070
Avg. Hourly Wage $30.32
Available Jobs (US) 12,500
Job Title & Hierarchy Code (SOC) Environmental Engineering Technologists and Technicians #17-3025
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Environmental Engineering Technologists and Technicians”

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Core Skills & Abilities

  • Maintain project logbook records or computer program files.

  • Maintain process parameters and evaluate process anomalies.

  • Prepare permit applications or review compliance with environmental permits.

  • Decontaminate or test field equipment used to clean or test pollutants from soil, air, or water.

  • Arrange for the disposal of lead, asbestos, or other hazardous materials.

  • Receive, set up, test, or decontaminate equipment.

  • Collect and analyze pollution samples, such as air or ground water.

  • Oversee support staff.

  • Perform environmental quality work in field or office settings.

  • Develop work plans, including writing specifications or establishing material, manpower, or facilities needs.

  • Assist in the cleanup of hazardous material spills.

  • Improve chemical processes to reduce toxic emissions.

  • Create models to demonstrate or predict the process by which pollutants move through or impact an environment.

  • Perform statistical analysis and correction of air or water pollution data submitted by industry or other agencies.

  • Inspect facilities to monitor compliance with regulations governing substances, such as asbestos, lead, or wastewater.

  • Obtain product information, identify vendors or suppliers, or order materials or equipment to maintain inventory.

  • Provide technical engineering support in the planning of projects, such as wastewater treatment plants, to ensure compliance with environmental regulations and policies.

  • Record laboratory or field data, including numerical data, test results, photographs, or summaries of visual observations.

  • Produce environmental assessment reports, tabulating data and preparing charts, graphs, or sketches.

  • Assess the ability of environments to naturally remove or reduce conventional or emerging contaminants from air, water, or soil.

  • Review work plans to schedule activities.

  • Model biological, chemical, or physical treatment processes to remove or degrade pollutants.

  • Review technical documents to ensure completeness and conformance to requirements.

  • Work with customers to assess the environmental impact of proposed construction or to develop pollution prevention programs.

  • Prepare and package environmental samples for shipping or testing.

  • Evaluate and select technologies to clean up polluted sites, restore polluted air, water, or soil, or rehabilitate degraded ecosystems.

Technologies & Software

  • DHI Water and Environment MIKE SHE
  • Geographic information system GIS software
  • Presentation software
  • Geographic information system GIS systems
  • Microscopic image capturing software
  • ESRI ArcGIS software
  • Microsoft Outlook
  • Continuous emission management software
  • Hydrologic simulation program fortan HSPF software
  • SAS
  • Regulatory compliance management software
  • Python
  • Email software
  • GitHub Copilot
  • ANSYS AI Simulation
  • Simulation software
  • Bentley MicroStation
  • HEC-RAS
  • Internet browser software
  • SofTech CADRA
  • Laboratory information management system LIMS
  • C++
  • Adobe PageMaker
  • Ecological risk assessment software
  • Gel documentation software
  • Wind flow modeling software
  • Formula translation/translator FORTRAN
  • Microsoft PowerPoint
  • ChatGPT (OpenAI)
  • Spreadsheet software
  • Photogrammetric software
  • Microsoft Excel
  • Perplexity AI
  • The MathWorks MATLAB
  • Gas dispersion model software
  • Stochastic modeling software
  • Gemini Code Assist
  • Material safety data sheet MSDS software
  • Visual MODFLOW Pro
  • Maplesoft Maple
  • Hazardous materials management HMS software
  • LINDO Systems optimization modeling software
  • Microsoft Access
  • Stormwater runoff modeling software
  • WAM software
  • Statistical software
  • Autodesk AI
  • Geomechanical design analysis GDA software
  • Database software
  • GAEA Technologies WinSieve
  • AutoCAD AI
  • Autodesk AutoCAD
  • Microsoft Word
  • Neural network modeling software
  • XP Software XPSWMM
  • Water flow modeling software
  • Scientific Software Group MIGRATE
  • Air dispersion modeling software
  • Thermal indoor climate simulation software
  • Waste management software
  • Environmental health and safety documentation software
  • National Instruments LabVIEW
  • Wolfram Research Mathematica
  • RockWare MODFLOW
  • Insightful S-PLUS
  • Microsoft Office software
  • Soil mapping software
  • Fugitive emission leak detection software
  • PerkinElmer Turbochrom
  • Structure query language SQL
  • Site remediation management software
  • ANSYS simulation software
  • Autodesk AutoCAD Civil 3D
  • Greenhouse gas management software
  • Microsoft SharePoint Server
  • Rockwell Automation Arena
  • Word processing software
  • Mathsoft Mathcad
  • Computer aided design and drafting CADD software
  • Simultaneous location and mapping SLAM
  • Flow injection analyzers
  • Ion chromatographs
  • Soil permeability testers
  • Aeration pumps
  • Proton nuclear magnetic resonance NMR spectrometers
  • Titrimeters
  • Multistage agar impactors
  • Biosafety cabinets
  • Sterilizer chambers
  • Glassware condensers
  • Mechanical convection ovens
  • French presses
  • Laboratory centrifugal pumps
  • Benchtop refrigerated centrifuges
  • Supercritical fluid extractors
  • Photometer
  • Laboratory shakers
  • Total organic carbon TOC analyzers
  • Atomic absorption AA spectrometers
  • 13C nuclear magnetic resonance NMR spectrometers
  • Dichotomous particulate matter samplers
  • Mainframe computers
  • Epifluorescence microscopes
  • Laboratory scales
  • Turbidimeters
  • Low pressure reverse osmosis water treatment systems
  • Water samplers
  • Micropipettes
  • High-pressure/temperature reactors
  • Low pressure liquid chromatographs with fraction collectors
  • Water distillation units
  • Graduated cylinders
  • Scintillation counters
  • Freeze dryers
  • Flow meters
  • Hot plate stirrers
  • Digital cameras
  • Analytical balances
  • Laser printers
  • Gas chromatographs GC
  • Gas mass spectroscopes
  • Fermenters
  • Atomic force microscopes
  • Hazardous material protective clothing
  • Toxicity analyzers
  • Chemical fume hoods
  • Soil carbon-nitrogen CN analyzers
  • Microcentrifuges
  • Fecal coliform constant temperature shaker baths
  • Argon lasers
  • Particulate filters
  • Laboratory vacuum pumps
  • Liquid scintillation equipment
  • Erlenmeyer flasks
  • Flatbed scanners
  • Freezers
  • Heated environmental chambers
  • Microtox toxicity systems
  • Electrophoresis tanks
  • Desktop computers
  • Reciprocating pumps
  • Aerobic laboratory scale reactors
  • High-speed centrifuges
  • Glassware adapters
  • High pressure liquid chromatograph HPLC with ultraviolet/visible UV/Vis absorbance detectors
  • Surface area analyzers
  • Soil particle size testers
  • Meters
  • Enzyme-linked immunosorbent assay ELISA plate readers
  • California bearing ratio CBR testing devices
  • Anaerobic laboratory glove bags
  • Titrators
  • Benchtop nephelometers
  • Optical compound microscopes
  • Anemometers
  • Soil expansion testers
  • Specific ion probes
  • Balances
  • Water quality monitors
  • Groundwater sampling equipment
  • Respirators
  • Peristaltic pumps
  • Two-vortex mixers
  • Tracer gas detectors
  • Ultra pure water systems
  • Autotitration systems
  • Simultaneous static and dynamic light scattering systems
  • Water level recorders
  • Inverted microscopes
  • Ozone generators
  • Thermocouples
  • Drop volume tensiometers
  • Total internal reflection fluorescence TIRF microscopes
  • Fraction collectors
  • Mercury analysis equipment
  • Autoclaves
  • Calorimeters
  • Soil samplers
  • Ultrasonic cleaners
  • Scanning microscopes
  • Potentiostats
  • Personal computers
  • Water baths
  • Total organic halide analyzers
  • Groundwater pumps
  • Binocular light compound microscopes
  • Liquid handling robots
  • Camera-equipped microscopes
  • Gel documentation systems
  • Filtering funnels
  • Particle counters
  • Liquid mass spectroscopes
  • Soil vapor sampling equipment
  • Universal fractionators
  • Refrigerated centrifuges
  • Zeta meters
  • Heating mantles
  • Electrophoresis equipment
  • Incubator shakers
  • Test tubes
  • Transmission electron microscopes TEM
  • Microscope slides
  • Streaming current detectors
  • Ozone concentration percentage meters
  • Laboratory ovens
  • Flame ionization detectors FID
  • Funnels
  • Ion selective electrode ISE meters
  • Dynamic contact angle apparatus
  • Digester apparatus
  • Dessicator chambers
  • Air monitoring equipment
  • Visible spectrometers
  • Conductivity meters
  • Notebook computers
  • Blenders
  • Differential mobility analyzers
  • Air velocity meters
  • Phase contrast microscopes
  • Airborne particulate samplers
  • Rotavapors
  • Beakers
  • Single particle spectroscopes
  • Filter press simulators
  • Ultrafiltration cells
  • Respirometers
  • pH meters
  • Carbon analyzers
  • Plasma spectrometers
  • Anaerobic laboratory scale reactors
  • Spectrofluorimeters
  • Ultraviolet UV spectrometers
  • Dataloggers
  • Polymerase chain reaction PCR equipment
  • Incubators
  • Biological oxidizers
  • Magnetic stirrers
  • Dissolved oxygen meters
  • Video microscopes
  • Thermal conductivity detectors
  • Water sampling pumps
  • Mixer mills
  • Particle size analyzers
  • Muffle furnaces
  • Bailers
  • Ozone bubble contactors
  • Spectrophotometers
  • Pan balances
  • Fluorimeters
  • Laminar flow hoods
  • Furnaces
  • Interferometeric refractormeters
  • Global positioning system GPS receivers
  • Tractor mounted drill rigs
  • Scanning probe microscopes SPM