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Automation Risk Analysis

Will “Plant Equipment 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 Equipment 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 Equipment 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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

  • Provide technical customer service.

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

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

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

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

  • Write performance requirements for product development or engineering projects.

  • Solicit new business.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles