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Automation Risk Analysis

Will “Cloth Tester” be Automated?

Historical Context: Oxford Study (2013)

Ranked #319 of 702. Estimated risk: 57.0%

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AI Exposure Risk

55%

“Cloth Tester” 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%

“Cloth Tester” 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

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

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

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

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

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

  • Provide technical support or assistance to chemists or engineers.

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

  • Develop new chemical engineering processes or production techniques.

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

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

  • Compile and interpret results of tests and analyses.

  • Direct or monitor other workers producing chemical products.

  • Order and inventory materials to maintain supplies.

  • Operate experimental pilot plants, assisting with experimental design.

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

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

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

Alternative Job Titles