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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.

  • 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.

  • Order and inventory materials to maintain supplies.

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

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

  • Compile and interpret results of tests and analyses.

  • 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.

  • Develop new chemical engineering processes or production techniques.

  • Operate experimental pilot plants, assisting with experimental design.

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

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

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

  • Direct or monitor other workers producing chemical products.

Technologies & Software

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

Alternative Job Titles