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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

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

  • Direct or monitor other workers producing chemical products.

  • 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.

  • 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.

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

  • Provide technical support or assistance to chemists or engineers.

  • Develop new chemical engineering processes or production techniques.

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

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

  • Compile and interpret results of tests and analyses.

  • Order and inventory materials to maintain supplies.

  • 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.

Technologies & Software

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

Alternative Job Titles