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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 62%
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AI Risk 61%
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Photonics Engineers

AI Risk 60%
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Petroleum Engineers

AI Risk 60%
Robot Risk 26%

Core Skills & Abilities

  • Prepare and package environmental samples for shipping or testing.

  • Maintain project logbook records or computer program files.

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

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

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

  • Review work plans to schedule activities.

  • Assist in the cleanup of hazardous material spills.

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

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

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

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

  • Prepare permit applications or review compliance with environmental permits.

  • 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.

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

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

  • Maintain process parameters and evaluate process anomalies.

  • Oversee support staff.

  • Improve chemical processes to reduce toxic emissions.

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

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

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

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

  • Perform environmental quality work in field or office settings.

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

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

Technologies & Software

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

Alternative Job Titles