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Automation Risk Analysis

Will “Field Laboratory Operator (Field Lab Operator)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #319 of 702. Estimated risk: 57.0%

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AI Exposure Risk

55%

“Field Laboratory Operator (Field Lab Operator)” 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%

“Field Laboratory Operator (Field Lab Operator)” 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

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

  • 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.

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

  • Operate experimental pilot plants, assisting with experimental design.

  • 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.

  • Compile and interpret results of tests and analyses.

  • 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.

  • Direct or monitor other workers producing chemical products.

  • Provide technical support or assistance to chemists or engineers.

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

  • Develop new chemical engineering processes or production techniques.

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

Technologies & Software

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

Alternative Job Titles