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Automation Risk Analysis

Will “Paint Formulator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #319 of 702. Estimated risk: 57.0%

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AI Exposure Risk

55%

“Paint 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%

“Paint 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

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

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

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

  • Direct or monitor other workers producing chemical products.

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

  • 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.

  • 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.

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

  • Provide technical support or assistance to chemists or engineers.

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

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

  • Develop new chemical engineering processes or production techniques.

  • Operate experimental pilot plants, assisting with experimental design.

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

Alternative Job Titles