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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

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

  • Oversee support staff.

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

  • 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.

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

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

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

  • Review work plans to schedule activities.

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

  • Perform environmental quality work in field or office settings.

  • Maintain process parameters and evaluate process anomalies.

  • Prepare and package environmental samples for shipping or testing.

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

  • Assist in the cleanup of hazardous material spills.

  • 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.

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

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

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

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

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

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

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

  • Improve chemical processes to reduce toxic emissions.

  • Prepare permit applications or review compliance with environmental permits.

Technologies & Software

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

Alternative Job Titles