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Automation Risk Analysis

Will “Soil Field Technician” be Automated?

Historical Context: Oxford Study (2013)

Ranked #225 of 702. Estimated risk: 25.0%

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AI Exposure Risk

31%

“Soil Field Technician” 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%

“Soil Field Technician” 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 and package environmental samples for shipping or testing.

  • Perform environmental quality work in field or office settings.

  • Prepare permit applications or review compliance with environmental permits.

  • 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.

  • 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.

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

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

  • Maintain process parameters and evaluate process anomalies.

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

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

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

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

  • Review work plans to schedule activities.

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

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

  • Oversee support staff.

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

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

  • Maintain project logbook records or computer program files.

  • Improve chemical processes to reduce toxic emissions.

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

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

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

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

Technologies & Software

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