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Automation Risk Analysis

Will “Laboratory Worker (Lab Worker)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #319 of 702. Estimated risk: 57.0%

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AI Exposure Risk

55%

“Laboratory Worker (Lab Worker)” 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 Worker (Lab Worker)” 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

  • Provide technical support or assistance to chemists or engineers.

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

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

  • Direct or monitor other workers producing chemical products.

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

  • Order and inventory materials to maintain supplies.

  • 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.

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

  • Develop new chemical engineering processes or production techniques.

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

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

  • Compile and interpret results of tests and analyses.

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

  • Operate experimental pilot plants, assisting with experimental design.

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

Technologies & Software

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

Alternative Job Titles