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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

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

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

  • 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.

  • 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.

  • Design and plan layout of equipment.

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

  • Troubleshoot problems with chemical manufacturing processes.

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

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

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

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

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

  • Monitor and analyze data from processes and experiments.

Technologies & Software

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