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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

  • Develop computer models of chemical processes.

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

  • Monitor and analyze data from processes and experiments.

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

  • Design and plan layout of equipment.

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

  • 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.

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

  • Troubleshoot problems with chemical manufacturing processes.

  • 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.

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

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

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

Technologies & Software

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