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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

  • Compile and interpret results of tests and analyses.

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

  • Provide technical support or assistance to chemists or engineers.

  • Develop new chemical engineering processes or production techniques.

  • Direct or monitor other workers producing chemical products.

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

  • Order and inventory materials to maintain supplies.

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

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

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

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

  • 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.

  • Operate experimental pilot plants, assisting with experimental design.

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

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

Technologies & Software

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

Alternative Job Titles