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Automation Risk Analysis

Will “Paint Tester” be Automated?

Historical Context: Oxford Study (2013)

Ranked #319 of 702. Estimated risk: 57.0%

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AI Exposure Risk

55%

“Paint Tester” 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 Tester” 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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Core Skills & Abilities

  • Direct or monitor other workers producing chemical products.

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

  • Operate experimental pilot plants, assisting with experimental design.

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

  • Provide technical support or assistance to chemists or engineers.

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

  • Order and inventory materials to maintain supplies.

  • Compile and interpret results of tests and analyses.

  • Develop new chemical engineering processes or production techniques.

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

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

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

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

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

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

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

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

Alternative Job Titles