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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

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

  • 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.

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

  • Compile and interpret results of tests and analyses.

  • Operate experimental pilot plants, assisting with experimental design.

  • Direct or monitor other workers producing chemical products.

  • Order and inventory materials to maintain supplies.

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

  • 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.

  • 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.

  • Provide technical support or assistance to chemists or engineers.

  • Develop new chemical engineering processes or production techniques.

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

Technologies & Software

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

Alternative Job Titles