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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

  • Develop new chemical engineering processes or production techniques.

  • Provide technical support or assistance to chemists or engineers.

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

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

  • Operate experimental pilot plants, assisting with experimental design.

  • Order and inventory materials to maintain supplies.

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

  • Direct or monitor other workers producing chemical products.

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

  • 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.

  • 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.

  • 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.

  • Compile and interpret results of tests and analyses.

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

Alternative Job Titles