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Automation Risk Analysis

Will “Bleach Analyst” be Automated?

Historical Context: Oxford Study (2013)

Ranked #319 of 702. Estimated risk: 57.0%

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AI Exposure Risk

55%

“Bleach 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%

“Bleach 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

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

  • Direct or monitor other workers producing chemical products.

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

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

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

  • 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.

  • Provide and maintain a safe work environment by participating in safety programs, committees, or teams and by conducting laboratory or plant safety audits.

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

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

  • Order and inventory materials to maintain supplies.

  • Develop new chemical engineering processes or production techniques.

  • 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.

Technologies & Software

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

Alternative Job Titles