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Automation Risk Analysis

Will “Plant Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #53 of 702. Estimated risk: 1.1%

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AI Exposure Risk

57%

“Plant 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 57% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

35%

“Plant 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 35% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Mechanical Engineers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Perform engineering duties in planning and designing tools, engines, machines, and other mechanically functioning equipment. Oversee installation, operation, maintenance, and repair of equipment such as centralized heat, gas, water, and steam systems.

Avg. Annual Salary $110,080
Avg. Hourly Wage $52.92
Available Jobs (US) 286,760
Job Title & Hierarchy Code (SOC) Mechanical Engineers #17-2141
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Mechanical Engineers”

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Core Skills & Abilities

  • Write performance requirements for product development or engineering projects.

  • Provide feedback to design engineers on customer problems or needs.

  • Apply engineering principles or practices to emerging fields, such as robotics, waste management, or biomedical engineering.

  • Read and interpret blueprints, technical drawings, schematics, or computer-generated reports.

  • Establish or coordinate the maintenance or safety procedures, service schedule, or supply of materials required to maintain machines or equipment in the prescribed condition.

  • Provide technical customer service.

  • Calculate energy losses for buildings, using equipment such as computers, combustion analyzers, or pressure gauges.

  • Estimate costs or submit bids for engineering, construction, or extraction projects.

  • Design test control apparatus or equipment or develop procedures for testing products.

  • Design integrated mechanical or alternative systems, such as mechanical cooling systems with natural ventilation systems, to improve energy efficiency.

  • Perform personnel functions, such as supervision of production workers, technicians, technologists, or other engineers.

  • Study industrial processes to maximize the efficiency of equipment applications, including equipment placement.

  • Assist drafters in developing the structural design of products, using drafting tools or computer-assisted drafting equipment or software.

  • Specify system components or direct modification of products to ensure conformance with engineering design, performance specifications, or environmental regulations.

  • Direct the installation, operation, maintenance, or repair of renewable energy equipment, such as heating, ventilating, and air conditioning (HVAC) or water systems.

  • Develop, coordinate, or monitor all aspects of production, including selection of manufacturing methods, fabrication, or operation of product designs.

  • Research, design, evaluate, install, operate, or maintain mechanical products, equipment, systems or processes to meet requirements.

  • Develop or test models of alternate designs or processing methods to assess feasibility, sustainability, operating condition effects, potential new applications, or necessity of modification.

  • Research and analyze customer design proposals, specifications, manuals, or other data to evaluate the feasibility, cost, or maintenance requirements of designs or applications.

  • Select or install combined heat units, power units, cogeneration equipment, or trigeneration equipment that reduces energy use or pollution.

  • Solicit new business.

  • Conduct research that tests or analyzes the feasibility, design, operation, or performance of equipment, components, or systems.

  • Oversee installation, operation, maintenance, or repair to ensure that machines or equipment are installed and functioning according to specifications.

  • Recommend the use of utility or energy services that minimize carbon footprints.

  • Recommend design modifications to eliminate machine or system malfunctions.

  • Investigate equipment failures or difficulties to diagnose faulty operation and recommend remedial actions.

  • Evaluate mechanical designs or prototypes for energy performance or environmental impact.

  • Confer with engineers or other personnel to implement operating procedures, resolve system malfunctions, or provide technical information.

Technologies & Software

  • Microsoft Visual Basic for Applications VBA
  • Microsoft SQL Server
  • Life cycle cost software
  • Chef
  • Shell script
  • Microsoft Access
  • Microsoft Project
  • InnovMetric PolyWorks
  • Microsoft Exchange
  • Microsoft SharePoint
  • Bill of materials software
  • Computational fluid dynamics CFD software
  • Video analysis software
  • Reverse engineering software
  • Data acquisition software
  • Geographic information system GIS software
  • SmugMug Flickr
  • Grid generation software
  • Perl
  • SolidWorks COSMOSWorks
  • Cost estimating software
  • Trimble SketchUp Pro
  • SAP software
  • Gemini (Google)
  • Autodesk AutoCAD
  • The MathWorks MATLAB
  • Microsoft Outlook
  • Lambda Research OSLO
  • DeepSeek
  • Qwen (Alibaba)
  • Mesh generation software
  • Failure mode and effects analysis FMEA software
  • Python
  • C
  • C++
  • Failure assessment software
  • Bentley MicroStation
  • Optical analysis software
  • Grok (xAI)
  • Blue Ridge Numerics CFDesign
  • Reliability analysis software
  • Microsoft Excel
  • ANSYS AI Simulation
  • Accelerated life testing software
  • ReliaSoft Weibull++ 6
  • Zemax
  • Minitab
  • PTC Creo Parametric
  • GitHub Copilot
  • Blink
  • Nova (Amazon)
  • Microsoft Office software
  • Computer aided manufacturing CAM software
  • Verilog
  • Statistical energy analysis SEA software
  • Llama (Meta)
  • MUMPS M
  • Autodesk AI
  • Human machine interface HMI software
  • ReliaSoft Alta 6 Pro
  • ChatGPT (OpenAI)
  • Intergraph Plant Design System PDS
  • G-code
  • Hewlett-Packard HP Graphics Language HPGL
  • Microsoft Word
  • Dassault Systemes SolidWorks
  • Adobe Illustrator
  • IBM Notes
  • Computer numerical control CNC software
  • Supervisory control and data acquisition SCADA software
  • National Instruments LabVIEW
  • Computer aided design and drafting software CADD
  • AutoCAD AI
  • Autodesk AutoCAD Civil 3D
  • Oracle Primavera Enterprise Project Portfolio Management
  • ANSYS simulation software
  • Teradata Database
  • Microsoft PowerPoint
  • Sigmetrix CETOL 6 Sigma
  • Kimi (Moonshot AI)
  • UGS I-DEAS
  • Motion analysis software
  • Mistral (Mistral AI)
  • Metrix Imageware Surfacer
  • Statistical software
  • Puppet
  • Claude (Anthropic)
  • Microsoft Dynamics
  • Dassault Systemes CATIA
  • MAYA Nastran
  • 1CadCam Unigraphics
  • Rapid prototyping software
  • Adobe ActionScript
  • R
  • Autodesk Revit
  • Rockwell Automation software
  • Perplexity AI
  • ESRI ArcGIS software
  • ReliaSoft BlockSim
  • Gemini Code Assist
  • Perforce Helix software
  • Microsoft Visio
  • Design of experiments DOE software
  • Finite element method FEM software
  • Modal analysis software
  • Oracle JD Edwards EnterpriseOne
  • Microsoft Visual Basic
  • Ladder Logic
  • Mathsoft Mathcad
  • Accelerometers
  • Contact testers
  • Programmable logic controllers PLC
  • Projection lithography equipment
  • Position transducers
  • Rapid thermal processing systems
  • Torque transducers
  • X ray tubes
  • Digital to analog converters
  • Force transducers
  • Scanning tunneling microscopes STM
  • Photoelastic testing machines
  • Fused deposition modeling FDM machines
  • Surface profilometers
  • Radio frequency sensors
  • Aligners
  • Fluorescence spectrometers
  • Velocity transducers
  • Video editing equipment
  • Vibration isolators
  • Cryogenic apparatus
  • Oscilloscopes
  • Precision positioning tables
  • Dynamic strain indicators
  • Servohydraulic material testing machines
  • Evaporation systems
  • Subsonic wind tunnels
  • Contact lithography equipment
  • Wafer bonding systems
  • Optical laser scanners
  • Dynamometers
  • Multimeters
  • Infrared thermography cameras
  • Deep reactive ion etchers DRIE
  • Vibration testers
  • Vibration control systems
  • Function generators
  • Ellipsometers
  • Interferometers
  • Wire electrical discharge machines
  • Optical sensors
  • Nano indentation systems
  • Pitot tubes
  • Spin-coaters
  • Strain gauges
  • Stylus profilometers
  • Torsional converters
  • Pattern generators
  • Plasma etchers
  • Laser Doppler anemometers
  • Wire bonders
  • Spectrum analyzers
  • Vapor deposition tube furnaces
  • Laser digitizers
  • Scanning probe microscopes SPM
  • Analog to digital converters
  • Scanning electron microscopes SEM
  • Anodic wafer bonding systems
  • Acoustic emission AE sensors
  • Steppers
  • Heat exchangers
  • Laser Doppler velocimeters LDV
  • Personal computers
  • Air compressors
  • Flip-chip wafer bonding systems
  • Digital particle image velocimeters
  • Sputtering systems
  • Environmental testing chambers
  • Computed tomography CT systems
  • Multi-pen plotters
  • Supersonic wind tunnels
  • Interferometric microscopes
  • Coordinate measuring machines CMM
  • Chemical-mechanical polishing equipment
  • X ray radiographic systems
  • Wafer dicing saws

Alternative Job Titles