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Automation Risk Analysis

Will “Laboratory Chemical Assistant (Lab Chemical Assistant)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #319 of 702. Estimated risk: 57.0%

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AI Exposure Risk

55%

“Laboratory Chemical Assistant (Lab Chemical Assistant)” 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%

“Laboratory Chemical Assistant (Lab Chemical Assistant)” 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 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.

  • Direct or monitor other workers producing chemical products.

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

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

  • Provide technical support or assistance to chemists or engineers.

  • 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.

  • Compile and interpret results of tests and analyses.

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

  • Develop new chemical engineering processes or production techniques.

  • Order and inventory materials to maintain supplies.

  • Operate experimental pilot plants, assisting with experimental design.

  • 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.

Technologies & Software

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

Alternative Job Titles