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Automation Risk Analysis

Will “Textile Colorist Formulator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #319 of 702. Estimated risk: 57.0%

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AI Exposure Risk

55%

“Textile Colorist Formulator” 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%

“Textile Colorist Formulator” 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

  • Compile and interpret results of tests and analyses.

  • Operate experimental pilot plants, assisting with experimental design.

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

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

  • Provide technical support or assistance to chemists or engineers.

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

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

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

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

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

  • Develop new chemical engineering processes or production techniques.

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

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

  • Order and inventory materials to maintain supplies.

  • Direct or monitor other workers producing chemical products.

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

Technologies & Software

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

Alternative Job Titles