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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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Core Skills & Abilities

  • 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.

  • 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 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.

  • Operate experimental pilot plants, assisting with experimental design.

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

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

  • 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.

  • Compile and interpret results of tests and analyses.

  • Order and inventory materials to maintain supplies.

Technologies & Software

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

Alternative Job Titles