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Automation Risk Analysis

Will “Air Quality Instrument Specialist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #225 of 702. Estimated risk: 25.0%

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AI Exposure Risk

31%

“Air Quality Instrument Specialist” 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 Quality Instrument Specialist” 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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Core Skills & Abilities

  • 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.

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

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

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

  • Oversee support staff.

  • Perform environmental quality work in field or office settings.

  • Prepare permit applications or review compliance with environmental permits.

  • Prepare and package environmental samples for shipping or testing.

  • Improve chemical processes to reduce toxic emissions.

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

  • 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.

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

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

  • Review work plans to schedule activities.

  • Maintain process parameters and evaluate process anomalies.

  • Assist in the cleanup of hazardous material spills.

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

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

  • 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.

  • 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.

  • Maintain project logbook records or computer program files.

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

Technologies & Software

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