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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

  • Provide technical support or assistance to chemists or engineers.

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

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

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

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

  • 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.

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

  • Order and inventory materials to maintain supplies.

  • Develop new chemical engineering processes or production techniques.

  • Compile and interpret results of tests and analyses.

  • Direct or monitor other workers producing chemical products.

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

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

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

  • Operate experimental pilot plants, assisting with experimental design.

Technologies & Software

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

Alternative Job Titles