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Automation Risk Analysis

Will “Air Analysis 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 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 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

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

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

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

  • Prepare and package environmental samples for shipping or testing.

  • Perform environmental quality work in field or office settings.

  • Review work plans to schedule activities.

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

  • 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.

  • Assist in the cleanup of hazardous material spills.

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

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

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

  • Prepare permit applications or review compliance with environmental permits.

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

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

  • Improve chemical processes to reduce toxic emissions.

  • 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.

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

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

  • Maintain process parameters and evaluate process anomalies.

  • 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.

  • Maintain project logbook records or computer program files.

  • Oversee support staff.

Technologies & Software

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

Alternative Job Titles