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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.

  • Develop new chemical engineering processes or production techniques.

  • Direct or monitor other workers producing chemical products.

  • Operate experimental pilot plants, assisting with experimental design.

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

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

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

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

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

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

  • Compile and interpret results of tests and analyses.

  • 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.

  • Provide technical support or assistance to chemists or engineers.

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

  • Order and inventory materials to maintain supplies.

Technologies & Software

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

Alternative Job Titles