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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

  • Direct or monitor other workers producing chemical products.

  • Order and inventory materials to maintain supplies.

  • Operate experimental pilot plants, assisting with experimental design.

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

  • Develop new chemical engineering processes or production techniques.

  • 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.

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

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

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

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

  • Compile and interpret results of tests and analyses.

  • Provide technical support or assistance to chemists or engineers.

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

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

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

Technologies & Software

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

Alternative Job Titles