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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

  • Develop new chemical engineering processes or production techniques.

  • 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.

  • Provide technical support or assistance to chemists or engineers.

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

  • 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.

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

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

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

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

  • Compile and interpret results of tests and analyses.

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

  • Operate experimental pilot plants, assisting with experimental design.

  • Direct or monitor other workers producing chemical products.

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

Technologies & Software

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

Alternative Job Titles