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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 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.

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

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

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

  • Operate experimental pilot plants, assisting with experimental design.

  • Provide technical support or assistance to chemists or engineers.

  • Direct or monitor other workers producing chemical products.

  • Order and inventory materials to maintain supplies.

  • 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.

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

  • Compile and interpret results of tests and analyses.

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

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

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

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

Alternative Job Titles