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Automation Risk Analysis

Will “Lubricating Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #77 of 702. Estimated risk: 1.7%

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AI Exposure Risk

59%

“Lubricating 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%

“Lubricating 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

  • Troubleshoot problems with chemical manufacturing processes.

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

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

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

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

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

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

  • Develop computer models of chemical processes.

  • Monitor and analyze data from processes and experiments.

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

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

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

  • Design and plan layout of equipment.

Technologies & Software

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