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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

  • Prepare and package environmental samples for shipping or testing.

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

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

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

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

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

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

  • 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.

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

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

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

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

  • Prepare permit applications or review compliance with environmental permits.

  • 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.

  • Perform environmental quality work in field or office settings.

  • Improve chemical processes to reduce toxic emissions.

  • 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.

  • 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.

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

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

  • Review work plans to schedule activities.

Technologies & Software

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

Alternative Job Titles