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Automation Risk Analysis

Will “Development Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #77 of 702. Estimated risk: 1.7%

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AI Exposure Risk

59%

“Development 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%

“Development 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.

  • Design and plan layout of equipment.

  • Troubleshoot problems with chemical manufacturing processes.

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

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

Technologies & Software

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