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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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Related Occupations & Automation Risk

Automotive Engineers

AI Risk 62%
Robot Risk 37%

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Robot Risk 32%

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AI Risk 61%
Robot Risk 39%

Photonics Engineers

AI Risk 60%
Robot Risk 39%

Petroleum Engineers

AI Risk 60%
Robot Risk 26%

Core Skills & Abilities

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

  • Improve chemical processes to reduce toxic emissions.

  • Assist in the cleanup of hazardous material spills.

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

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

  • 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.

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

  • Oversee support staff.

  • Maintain process parameters and evaluate process anomalies.

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

  • Prepare permit applications or review compliance with environmental permits.

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

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

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

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

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

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

  • Prepare and package environmental samples for shipping or testing.

  • Perform environmental quality work in field or office settings.

  • Review work plans to schedule activities.

  • 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.

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

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

  • Maintain project logbook records or computer program files.

Technologies & Software

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

Alternative Job Titles