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Automation Risk Analysis

Will “Fiber Analyst” be Automated?

Historical Context: Oxford Study (2013)

Ranked #319 of 702. Estimated risk: 57.0%

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AI Exposure Risk

55%

“Fiber 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%

“Fiber 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

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

  • Order and inventory materials to maintain supplies.

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

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

  • 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.

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

  • Develop new chemical engineering processes or production techniques.

  • Operate experimental pilot plants, assisting with experimental design.

  • Direct or monitor other workers producing chemical products.

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

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

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

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

  • Provide technical support or assistance to chemists or engineers.

  • Compile and interpret results of tests and analyses.

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

Alternative Job Titles