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Automation Risk Analysis

Will “Project Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #77 of 702. Estimated risk: 1.7%

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AI Exposure Risk

59%

“Project 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%

“Project 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

  • Monitor and analyze data from processes and experiments.

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

  • Design and plan layout of equipment.

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

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

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

  • 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.

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

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

  • Troubleshoot problems with chemical manufacturing processes.

  • Develop computer models of 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.

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

Technologies & Software

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