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Automation Risk Analysis

Will “Oxidation Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #77 of 702. Estimated risk: 1.7%

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AI Exposure Risk

59%

“Oxidation Engineer” 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 59% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

32%

“Oxidation Engineer” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 32% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Chemical Engineers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Design chemical plant equipment and devise processes for manufacturing chemicals and products, such as gasoline, synthetic rubber, plastics, detergents, cement, paper, and pulp, by applying principles and technology of chemistry, physics, and engineering.

Avg. Annual Salary $128,430
Avg. Hourly Wage $61.75
Available Jobs (US) 20,330
Job Title & Hierarchy Code (SOC) Chemical Engineers #17-2041
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Chemical Engineers”

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Core Skills & Abilities

  • Design measurement and control systems for chemical plants based on data collected in laboratory experiments and in pilot plant operations.

  • Troubleshoot problems with chemical manufacturing processes.

  • Design and plan layout of equipment.

  • Prepare estimate of production costs and production progress reports for management.

  • Perform laboratory studies of steps in manufacture of new products and test proposed processes in small-scale operation, such as a pilot plant.

  • Develop safety procedures to be employed by workers operating equipment or working in close proximity to ongoing chemical reactions.

  • Determine most effective arrangement of operations such as mixing, crushing, heat transfer, distillation, and drying.

  • Develop computer models of chemical processes.

  • Direct activities of workers who operate or are engaged in constructing and improving absorption, evaporation, or electromagnetic equipment.

  • Evaluate chemical equipment and processes to identify ways to optimize performance or to ensure compliance with safety and environmental regulations.

  • Perform tests and monitor performance of processes throughout stages of production to determine degree of control over variables such as temperature, density, specific gravity, and pressure.

  • Conduct research to develop new and improved chemical manufacturing processes.

  • Monitor and analyze data from processes and experiments.

  • Develop processes to separate components of liquids or gases or generate electrical currents, using controlled chemical processes.

Technologies & Software

  • Microsoft Visual Basic
  • SoftLab PHEdesign
  • Thermal Analysis Systems The Energy Analyst
  • Madison Technical Software Chempak Plus
  • Madison Technical Software Enviropak
  • AutoCAD AI
  • Qwen (Alibaba)
  • C++
  • Dassault Systemes SolidWorks
  • Spreadsheet software
  • Mistral (Mistral AI)
  • Microsoft PowerPoint
  • EPCON International SYSTEM 7 Process Explorer
  • Microsoft Excel
  • EPCON International SiNET
  • EPCON International CHEMPRO Engineering Suite
  • Claude (Anthropic)
  • Microsoft Access
  • R
  • G&P Engineering Software PipeDrop
  • Absorption process simulation software
  • AspenTech aspenONE
  • Gemini Code Assist
  • Supervisory control and data acquisition SCADA software
  • Dassault Systemes CATIA
  • Chempute Software ChemDraw
  • Desktop publishing software
  • Llama (Meta)
  • Computer aided design CAD software
  • G&P Engineering Software PhysProps
  • Laboratory information management system LIMS
  • Computer aided design and drafting CADD software
  • Chempute Software VisiMix
  • ANSYS AI Simulation
  • Microsoft Word
  • G&P Engineering Software EngVert
  • ChatGPT (OpenAI)
  • Madison Technical Software Steampak
  • Control Station ENGINEER
  • Microsoft Visio
  • Relational database software
  • Cerebro CerebroMix
  • Chempute Software SuperPro Designer
  • Minitab
  • Autodesk AI
  • GE Fanuc Proficy Machine Edition
  • SAP software
  • The MathWorks MATLAB
  • C
  • Grok (xAI)
  • Kimi (Moonshot AI)
  • Microsoft Exchange
  • Chempute Software Engineer's Aide SINET
  • Applied Flow Technology AFT Fathom
  • Applied Flow Technology AFT Arrow
  • ChemicaLogic SteamTab
  • Prode PD-Plus
  • Microsoft Visual C# .NET
  • Autodesk AutoCAD
  • DeepSeek
  • Computer aided manufacturing CAM software
  • Perplexity AI
  • CD-adapco STAR-CAD
  • Presentation software
  • Gemini (Google)
  • Chempute Software EstPro
  • Microsoft Project
  • Microsoft Office software
  • GitHub Copilot
  • Statistical software
  • National Instruments LabVIEW
  • Nova (Amazon)
  • Structured query language SQL
  • PTC Creo Parametric
  • Chemstations CHEMCAD
  • Benchtop mixers
  • Filtration systems
  • Personal digital assistants PDA
  • Mass spectrometers
  • Wet scrubbers
  • Catalytic reactors
  • Chromatographic scanning equipment
  • Laboratory evaporaters
  • Surface analysis spectroscopes
  • Powder mixing equipment
  • Atomic force microscopes
  • Personal computers
  • Vial handling systems
  • Distillation systems
  • Heat exchangers
  • Distillation columns
  • Safety goggles
  • Sludge dryers
  • Gas absorbers
  • Vacuum pumps
  • Agitators
  • Programmable logic controllers PLC
  • Benchtop centrifuges
  • Plate filter presses
  • Lyophilizers
  • Mixing tanks