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Automation Risk Analysis

Will “Colorist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #319 of 702. Estimated risk: 57.0%

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AI Exposure Risk

55%

“Colorist” 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%

“Colorist” 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

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

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

  • 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.

  • Provide technical support or assistance to chemists or engineers.

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

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

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

  • Direct or monitor other workers producing chemical products.

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

  • Develop new chemical engineering processes or production techniques.

  • Order and inventory materials to maintain supplies.

  • Operate experimental pilot plants, assisting with experimental design.

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

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

  • Compile and interpret results of tests and analyses.

Technologies & Software

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

Alternative Job Titles