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Automation Risk Analysis

Will “Color Consultant” be Automated?

Historical Context: Oxford Study (2013)

Ranked #319 of 702. Estimated risk: 57.0%

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AI Exposure Risk

55%

“Color Consultant” 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%

“Color Consultant” 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 new chemical engineering processes or production techniques.

  • Order and inventory materials to maintain supplies.

  • 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.

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

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

  • Provide technical support or assistance to chemists or engineers.

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

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

  • Direct or monitor other workers producing chemical products.

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

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

  • Compile and interpret results of tests and analyses.

  • Operate experimental pilot plants, assisting with experimental design.

  • 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.

Technologies & Software

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

Alternative Job Titles