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Automation Risk Analysis

Will “Soil 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 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 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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AI Risk 62%
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AI Risk 61%
Robot Risk 34%

Bioengineers and Biomedical Engineers

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

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

  • Oversee support staff.

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

  • Maintain project logbook records or computer program files.

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

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

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

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

  • Prepare and package environmental samples for shipping or testing.

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

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

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

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

  • Perform environmental quality work in field or office settings.

  • Improve chemical processes to reduce toxic emissions.

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

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

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

  • Review work plans to schedule activities.

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

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

  • Assist in the cleanup of hazardous material spills.

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

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

  • Prepare permit applications or review compliance with environmental permits.

  • Maintain process parameters and evaluate process anomalies.

Technologies & Software

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

Alternative Job Titles