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Automation Risk Analysis

Will “Dye Lab Technician” be Automated?

Historical Context: Oxford Study (2013)

Ranked #319 of 702. Estimated risk: 57.0%

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AI Exposure Risk

55%

“Dye Lab Technician” 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%

“Dye Lab Technician” 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

  • 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.

  • Provide technical support or assistance to chemists or engineers.

  • Compile and interpret results of tests and analyses.

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

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

  • Operate experimental pilot plants, assisting with experimental design.

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

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

  • Direct or monitor other workers producing chemical products.

  • Develop new chemical engineering processes or production techniques.

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

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

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

  • Order and inventory materials to maintain supplies.

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

Technologies & Software

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

Alternative Job Titles