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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

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

  • Direct or monitor other workers producing chemical products.

  • 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.

  • Order and inventory materials to maintain supplies.

  • Operate experimental pilot plants, assisting with experimental design.

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

  • Develop new chemical engineering processes or production techniques.

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

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

  • Compile and interpret results of tests and analyses.

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

  • Provide technical support or assistance to chemists or engineers.

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

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

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

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

Alternative Job Titles