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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

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

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

  • Operate experimental pilot plants, assisting with experimental design.

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

  • Provide technical support or assistance to chemists or engineers.

  • Direct or monitor other workers producing chemical products.

  • Compile and interpret results of tests and analyses.

  • 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.

  • Order and inventory materials to maintain supplies.

  • Develop new chemical engineering processes or production techniques.

  • 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.

  • 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.

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

Technologies & Software

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

Alternative Job Titles