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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%

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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

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

  • Order and inventory materials to maintain supplies.

  • Provide technical support or assistance to chemists or engineers.

  • Develop new chemical engineering processes or production techniques.

  • 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.

  • Compile and interpret results of tests and analyses.

  • Direct or monitor other workers producing chemical products.

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

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

  • 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.

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

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

  • Operate experimental pilot plants, assisting with experimental design.

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

Technologies & Software

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

Alternative Job Titles