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Automation Risk Analysis

Will “Analytical Laboratory Technician (Analytical Lab Technician)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #319 of 702. Estimated risk: 57.0%

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AI Exposure Risk

55%

“Analytical Laboratory Technician (Analytical Lab Technician)” 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%

“Analytical Laboratory Technician (Analytical Lab Technician)” 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 and maintain a safe work environment by participating in safety programs, committees, or teams and by conducting laboratory or plant safety audits.

  • Order and inventory materials to maintain supplies.

  • Develop new chemical engineering processes or production techniques.

  • Provide technical support or assistance to chemists or engineers.

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

  • Operate experimental pilot plants, assisting with experimental design.

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

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

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

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

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

  • 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.

  • 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.

Technologies & Software

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

Alternative Job Titles