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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

  • Order and inventory materials to maintain supplies.

  • Operate experimental pilot plants, assisting with experimental design.

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

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

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

  • Develop new chemical engineering processes or production techniques.

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

  • 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.

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

  • Provide technical support or assistance to chemists or engineers.

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

  • Compile and interpret results of tests and analyses.

  • Direct or monitor other workers producing chemical products.

  • 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.

Technologies & Software

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

Alternative Job Titles