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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

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

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

  • Operate experimental pilot plants, assisting with experimental design.

  • Provide technical support or assistance to chemists or engineers.

  • 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.

  • Direct or monitor other workers producing chemical products.

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

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

  • 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.

  • Order and inventory materials to maintain supplies.

  • 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.

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

  • Develop new chemical engineering processes or production techniques.

Technologies & Software

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

Alternative Job Titles