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Automation Risk Analysis

Will “Concrete Analyst” be Automated?

Historical Context: Oxford Study (2013)

Ranked #319 of 702. Estimated risk: 57.0%

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AI Exposure Risk

55%

“Concrete 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%

“Concrete 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

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

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

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

  • Provide technical support or assistance to chemists or engineers.

  • Order and inventory materials to maintain supplies.

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

  • Operate experimental pilot plants, assisting with experimental design.

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

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

  • 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.

  • Compile and interpret results of tests and analyses.

  • Develop new chemical engineering processes or production techniques.

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

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

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

Technologies & Software

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

Alternative Job Titles