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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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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

  • 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.

  • 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.

  • 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.

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

  • Provide technical support or assistance to chemists or engineers.

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

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

  • Order and inventory materials to maintain supplies.

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

  • Compile and interpret results of tests and analyses.

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

  • Operate experimental pilot plants, assisting with experimental design.

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

Alternative Job Titles