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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

  • Develop computer models of chemical processes.

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

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

  • Troubleshoot problems with chemical manufacturing processes.

  • Design and plan layout of equipment.

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

  • 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.

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

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

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

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

  • 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.

Technologies & Software

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