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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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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

  • Order and inventory materials to maintain supplies.

  • Compile and interpret results of tests and analyses.

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

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

  • Operate experimental pilot plants, assisting with experimental design.

  • Develop new chemical engineering processes or production techniques.

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

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

  • Provide technical support or assistance to chemists or engineers.

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

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

  • Direct or monitor other workers producing chemical products.

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

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

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

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

Technologies & Software

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

Alternative Job Titles