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Automation Risk Analysis

Will “Oil and Gas Analyst” be Automated?

Historical Context: Oxford Study (2013)

Ranked #319 of 702. Estimated risk: 57.0%

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AI Exposure Risk

55%

“Oil and Gas 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%

“Oil and Gas 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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Core Skills & Abilities

  • Develop new chemical engineering processes or production techniques.

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

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

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

  • Direct or monitor other workers producing chemical products.

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

  • Operate experimental pilot plants, assisting with experimental design.

  • 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.

  • Order and inventory materials to maintain supplies.

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

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

  • Compile and interpret results of tests and analyses.

  • 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.

  • Provide technical support or assistance to chemists or engineers.

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

Alternative Job Titles