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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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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 new chemical engineering processes or production techniques.

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

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

  • Provide technical support or assistance to chemists or engineers.

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

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

  • Provide and maintain a safe work environment by participating in safety programs, committees, or teams and by conducting laboratory or plant safety audits.

  • Compile and interpret results of tests and analyses.

  • Direct or monitor other workers producing chemical products.

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

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

  • Operate experimental pilot plants, assisting with experimental design.

  • Order and inventory materials to maintain supplies.

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

  • 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

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

Alternative Job Titles