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Automation Risk Analysis

Will “Chemistry Lab Technician (Chemistry Laboratory Technician)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #319 of 702. Estimated risk: 57.0%

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AI Exposure Risk

55%

“Chemistry Lab Technician (Chemistry Laboratory 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%

“Chemistry Lab Technician (Chemistry Laboratory 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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Core Skills & Abilities

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

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

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

  • Operate experimental pilot plants, assisting with experimental design.

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

  • 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.

  • Direct or monitor other workers producing chemical products.

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

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

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

  • Develop new chemical engineering processes or production techniques.

  • Compile and interpret results of tests and analyses.

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

  • Order and inventory materials to maintain supplies.

  • Provide technical support or assistance to chemists or engineers.

Technologies & Software

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

Alternative Job Titles