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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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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

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

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

  • Oversee support staff.

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

  • 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.

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

  • Review work plans to schedule activities.

  • Assist in the cleanup of hazardous material spills.

  • Prepare and package environmental samples for shipping or testing.

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

  • Improve chemical processes to reduce toxic emissions.

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

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

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

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

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

  • 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.

  • Perform environmental quality work in field or office settings.

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

  • Prepare permit applications or review compliance with environmental permits.

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

  • Maintain process parameters and evaluate process anomalies.

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

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

Technologies & Software

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

Alternative Job Titles