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Automation Risk Analysis

Will “Environmental Field Laborer” 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 Laborer” 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 Laborer” 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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Related Occupations & Automation Risk

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AI Risk 62%
Robot Risk 37%

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AI Risk 61%
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Core Skills & Abilities

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

  • Maintain project logbook records or computer program files.

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

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

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

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

  • Assist in the cleanup of hazardous material spills.

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

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

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

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

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

  • Improve chemical processes to reduce toxic emissions.

  • Review work plans to schedule activities.

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

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

  • Perform environmental quality work in field or office settings.

  • Prepare permit applications or review compliance with environmental permits.

  • Maintain process parameters and evaluate process anomalies.

  • Oversee support staff.

  • Prepare and package environmental samples for shipping or testing.

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles