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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

  • Prepare permit applications or review compliance with environmental permits.

  • Perform environmental quality work in field or office settings.

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

  • Assist in the cleanup of hazardous material spills.

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

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

  • Maintain process parameters and evaluate process anomalies.

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

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

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

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

  • Maintain project logbook records or computer program files.

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

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

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

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

  • Oversee support staff.

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

  • Improve chemical processes to reduce toxic emissions.

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

  • Prepare and package environmental samples for shipping or testing.

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

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

  • 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.

Technologies & Software

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