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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

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

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

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

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

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

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

  • Provide technical customer service.

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

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

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

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

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

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

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

  • Write performance requirements for product development or engineering projects.

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

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

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

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

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

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

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

  • Solicit new business.

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

Technologies & Software

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

Alternative Job Titles