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Automation Risk Analysis

Will “Water Quality Technician” be Automated?

Historical Context: Oxford Study (2013)

Ranked #319 of 702. Estimated risk: 57.0%

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AI Exposure Risk

55%

“Water Quality Technician” will maybe 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 55% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

53%

“Water Quality Technician” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 53% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Chemical Technicians, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Conduct chemical and physical laboratory tests to assist scientists in making qualitative and quantitative analyses of solids, liquids, and gaseous materials for research and development of new products or processes, quality control, maintenance of environmental standards, and other work involving experimental, theoretical, or practical application of chemistry and related sciences.

Avg. Annual Salary $61,300
Avg. Hourly Wage $29.47
Available Jobs (US) 55,640
Job Title & Hierarchy Code (SOC) Chemical Technicians #19-4031
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Chemical Technicians”

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Related Occupations & Automation Risk

Economists

AI Risk 63%
Robot Risk 15%

Biochemists and Biophysicists

AI Risk 62%
Robot Risk 47%

Industrial Ecologists

AI Risk 61%
Robot Risk 23%

Geographers

AI Risk 61%
Robot Risk 28%

Environmental Economists

AI Risk 61%
Robot Risk 18%

Atmospheric and Space Scientists

AI Risk 61%
Robot Risk 28%

Core Skills & Abilities

  • Monitor product quality to ensure compliance with standards and specifications.

  • Set up and conduct chemical experiments, tests, and analyses, using techniques such as chromatography, spectroscopy, physical or chemical separation techniques, or microscopy.

  • Design or fabricate experimental apparatus to develop new products or processes.

  • Order and inventory materials to maintain supplies.

  • Write technical reports or prepare graphs or charts to document experimental results.

  • Compile and interpret results of tests and analyses.

  • Maintain, clean, or sterilize laboratory instruments or equipment.

  • Direct or monitor other workers producing chemical products.

  • Prepare chemical solutions for products or processes, following standardized formulas, or create experimental formulas.

  • Provide technical support or assistance to chemists or engineers.

  • Conduct chemical or physical laboratory tests to assist scientists in making qualitative or quantitative analyses of solids, liquids, or gaseous materials.

  • Develop new chemical engineering processes or production techniques.

  • Train new employees on topics such as the proper operation of laboratory equipment.

  • Provide and maintain a safe work environment by participating in safety programs, committees, or teams and by conducting laboratory or plant safety audits.

  • Operate experimental pilot plants, assisting with experimental design.

  • Develop or conduct programs of sampling and analysis to maintain quality standards of raw materials, chemical intermediates, or products.

Technologies & Software

  • Consensus
  • Spreadsheet software
  • Perplexity AI
  • Database software
  • Microsoft Word
  • Mistral (Mistral AI)
  • Oracle Java
  • Laboratory information management system LIMS
  • Kimi (Moonshot AI)
  • Microsoft PowerPoint
  • Gemini for Workspace
  • Grok (xAI)
  • Gemini (Google)
  • ChatGPT (OpenAI)
  • Structured query language SQL
  • Email software
  • Word processing software
  • Oracle Database
  • Elicit
  • Scite AI
  • Software development tools
  • Semantic Scholar AI
  • Microsoft Access
  • NotebookLM (Google)
  • Linux
  • Qwen (Alibaba)
  • Python
  • R
  • Mistral AI (chat/models)
  • C++
  • Microsoft Excel
  • DeepSeek
  • Microsoft Outlook
  • Llama (Meta)
  • Claude (Anthropic)
  • SAP software
  • Microsoft Office software
  • Nova (Amazon)
  • Explosion-proof fume hoods
  • Glass laboratory crucibles
  • Liquid chromatography equipment
  • Closed-end manometers
  • Pirani gauges
  • Chromatography developing tanks
  • Automatic pipette cleaners
  • Tension gauges
  • Refrigerated coolers
  • Volumetric flasks
  • Bunsen burners
  • Volume displacement pumps
  • Triple beam balances
  • Voltmeters
  • Test tube clamps
  • Torsion balances
  • Bomb calorimeters
  • Pycnometers
  • Cooling baths
  • Constant temperature water baths
  • High pressure sodium lamps
  • Prisms
  • Canister gas masks
  • Nebulizers
  • Laboratory vacuum pumps
  • Laboratory drying ovens
  • Meker burners
  • Comparators
  • Safety goggles
  • Atomic absorption AA spectroscopes
  • Bourdon gauges
  • Muffle furnaces
  • Polarizers
  • Hot air blowers
  • Lyophilizers
  • Eyewash fountains
  • Reflux condensers
  • Laboratory blenders
  • Thinlayer chromatography analyzers
  • Sample crushers
  • Lasers
  • Magnetic stirring bars
  • Asbestos gloves
  • Hollow cathode lamps
  • Drying pistols
  • Titrators
  • Reaction flasks
  • Mass spectrometers
  • Westphal balances
  • Bell jars
  • Pressure gauges
  • Water aspirators
  • Ion exchange chromatography equipment
  • Heating mantles
  • Autotitrators
  • Laboratory tongs
  • Gravity convection ovens
  • Safety showers
  • Gas chromatography equipment
  • Ball mills
  • Velometers
  • Evaporator rotators
  • Bubble flow meters
  • Viscosity meters
  • Chromatography microsyringes
  • Radioisotope fume hoods
  • Liquid transfer pumps
  • Infrared IR spectroscopes
  • Automatic buret cleaners
  • Ultraviolet UV spectroscopes
  • Hazardous material protective clothing
  • pH indicators
  • Monochromators
  • Gas drying tubes
  • Flame ionization detectors FID
  • Rheometers
  • Steam baths
  • Molecular stills
  • Turbidimeters
  • Dissolved oxygen meters
  • Capillary tubing
  • Aneroid barometers
  • Claisen flasks
  • Beckmann thermometers
  • Graphite furnaces
  • Bubble-cap fractionating columns
  • Safety gloves
  • Thermal conductivity detectors
  • Multimeters
  • Perchloric acid hoods
  • Computer-controlled pumps
  • Agitation tanks
  • Buchner funnels
  • Finger pumps
  • Plastic cuvettes
  • Personal computers
  • Ammeters
  • Immersion heaters
  • Photocells
  • Volumetric glass pipettes
  • Bimetallic strip thermometers
  • Laboratory balances
  • Nuclear magnetic resonance NMR spectroscopes
  • Mercury vapor lamps
  • Glass tubing
  • Single-pan balances
  • Differential scanning calorimeters
  • Gas burners
  • Graphing calculators
  • Mercury barometers
  • Rotameters
  • Exhaust hoods
  • Laboratory heating plates
  • Organic carbon analyzers
  • Differential refractometers
  • Metering pumps
  • Liquid-filled remote thermometers
  • Vapor monitor badges
  • McLeod gauges
  • Glass burets
  • Safety glasses
  • Laboratory pressing equipment
  • Polarimeters
  • Mortars and pestles
  • Lecture bottles
  • Diffusion pumps
  • Automated polarimeters
  • Spectrophotometers
  • Radiation detectors
  • Filter pumps
  • Face shields
  • Distilling condensers
  • Automated microviscometers
  • Laboratory centrifugal pumps
  • Atomic emissions spectroscopes
  • Pull spring balances
  • Thermocouples
  • Electronic toploading balances
  • Ultraviolet UV light detectors
  • Hirsch funnels
  • Optical pyrometers
  • Utility clamps
  • Fire extinguishers
  • Cartesian manostats
  • Dye lasers
  • Ionization gauges
  • Fluid scintillation counters
  • Gas leak detectors
  • Ruby lasers
  • U-tube manometers
  • Photomultiplier tubes
  • Transfer pipettes
  • Rotary evaporators
  • Mainframe computers
  • Coulometers
  • Dessicators
  • Optical compound microscopes
  • Laboratory vacuum hand pumps
  • Liquid chromatography/mass spectrometry LC/MS equipment
  • Unequal-arm balances
  • Photo detectors
  • Benchtop centrifuges
  • Fluorimeters
  • Digital handheld thermometers
  • Evaporating dishes
  • Dust and particulate respirators
  • Laminar flow burners
  • High pressure liquid chromatograph HPLC equipment
  • Ultracentrifuges
  • Geiger-Muller counters
  • Optical beamsplitting devices
  • Cork borer sets
  • Deuterium lamps
  • Desktop computers
  • Ultraviolet UV lamps
  • Infrared lamps
  • Automatic burets
  • Flame photometers
  • Laboratory flasks
  • Homogenizers
  • Magnetic agitators
  • Hydrometers
  • Vacuum gauges
  • Fourier transfer infrared FTIR spectrometers
  • Vacuum flask traps
  • Gooch crucibles
  • Gravitational field indicators
  • Abbe refractometers

Alternative Job Titles