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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

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

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

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

  • Provide technical support or assistance to chemists or engineers.

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

  • Operate experimental pilot plants, assisting with experimental design.

  • Compile and interpret results of tests and analyses.

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

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

  • Order and inventory materials to maintain supplies.

  • Direct or monitor other workers producing chemical products.

  • Develop new chemical engineering processes or production techniques.

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles