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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

  • Compile and interpret results of tests and analyses.

  • Direct or monitor other workers producing chemical products.

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

  • Operate experimental pilot plants, assisting with experimental design.

  • 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.

  • Provide technical support or assistance to chemists or engineers.

  • Order and inventory materials to maintain supplies.

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

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

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

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

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

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

  • Develop new chemical engineering processes or production techniques.

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

Alternative Job Titles