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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

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

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

  • Direct or monitor other workers producing chemical products.

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

  • Order and inventory materials to maintain supplies.

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

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

  • Compile and interpret results of tests and analyses.

  • 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.

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

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

  • 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.

  • Operate experimental pilot plants, assisting with experimental design.

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

Technologies & Software

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

Alternative Job Titles