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Automation Risk Analysis

Will “Laboratory Assistant (Lab 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 Assistant (Lab 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 Assistant (Lab 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

  • 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.

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

  • Order and inventory materials to maintain supplies.

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

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

  • 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.

  • Provide technical support or assistance to chemists or engineers.

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

  • Direct or monitor other workers producing chemical products.

  • Compile and interpret results of tests and analyses.

  • Develop new chemical engineering processes or production techniques.

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

  • 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.

Technologies & Software

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

Alternative Job Titles