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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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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.

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

  • 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.

  • Develop new chemical engineering processes or production techniques.

  • Order and inventory materials to maintain supplies.

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

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

  • 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.

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

  • Provide technical support or assistance to chemists or engineers.

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

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

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

  • Compile and interpret results of tests and analyses.

Technologies & Software

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

Alternative Job Titles