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Automation Risk Analysis

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

Historical Context: Oxford Study (2013)

Ranked #319 of 702. Estimated risk: 57.0%

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AI Exposure Risk

55%

“Laboratory Analyst (Lab Analyst)” 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 Analyst (Lab Analyst)” 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.

  • 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.

  • Develop new chemical engineering processes or production techniques.

  • Order and inventory materials to maintain supplies.

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

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

  • Compile and interpret results of tests and analyses.

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

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

  • Direct or monitor other workers producing chemical products.

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

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

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

  • Operate experimental pilot plants, assisting with experimental design.

Technologies & Software

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

Alternative Job Titles