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Automation Risk Analysis

Will “Dye Colorist Formulator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #319 of 702. Estimated risk: 57.0%

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AI Exposure Risk

55%

“Dye Colorist Formulator” 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 Colorist Formulator” 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

  • Provide technical support or assistance to chemists or engineers.

  • Operate experimental pilot plants, assisting with experimental design.

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

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

  • Order and inventory materials to maintain supplies.

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

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

  • Direct or monitor other workers producing chemical products.

  • Develop new chemical engineering processes or production techniques.

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

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

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

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

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

  • Compile and interpret results of tests and analyses.

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

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

Alternative Job Titles