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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

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

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

  • Monitor and analyze data from processes and experiments.

  • 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.

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

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

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

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

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

  • Design and plan layout of equipment.

  • Troubleshoot problems with chemical manufacturing processes.

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

  • Develop computer models of chemical processes.

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

Technologies & Software

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