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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

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

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

  • Compile and interpret results of tests and analyses.

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

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

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

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

  • Develop new chemical engineering processes or production techniques.

  • Direct or monitor other workers producing chemical products.

  • Order and inventory materials to maintain supplies.

  • Provide technical support or assistance to chemists or engineers.

  • Operate experimental pilot plants, assisting with experimental design.

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

  • 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.

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

Alternative Job Titles