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Automation Risk Analysis

Will “Dye Expert” be Automated?

Historical Context: Oxford Study (2013)

Ranked #319 of 702. Estimated risk: 57.0%

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AI Exposure Risk

55%

“Dye Expert” 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%

“Dye Expert” 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.

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

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

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

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

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

  • Order and inventory materials to maintain supplies.

  • Operate experimental pilot plants, assisting with experimental design.

  • Direct or monitor other workers producing chemical products.

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

  • Provide technical support or assistance to chemists or engineers.

  • Compile and interpret results of tests and analyses.

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

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

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

Alternative Job Titles