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Automation Risk Analysis

Will “Air Analysis Engineering Technician” be Automated?

Historical Context: Oxford Study (2013)

Ranked #225 of 702. Estimated risk: 25.0%

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AI Exposure Risk

31%

“Air Analysis Engineering 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%

“Air Analysis Engineering 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%

Aerospace Engineers

AI Risk 62%
Robot Risk 32%

Validation Engineers

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

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

  • Perform environmental quality work in field or office settings.

  • Assist in the cleanup of hazardous material spills.

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

  • 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.

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

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

  • Oversee support staff.

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

  • Prepare and package environmental samples for shipping or testing.

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

  • Improve chemical processes to reduce toxic emissions.

  • Maintain process parameters and evaluate process anomalies.

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

  • 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.

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

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

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

  • Prepare permit applications or review compliance with environmental permits.

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

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

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

  • Review work plans to schedule activities.

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

Technologies & Software

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

Alternative Job Titles