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Automation Risk Analysis

Will “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%

“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%

“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

  • Write performance requirements for product development or engineering projects.

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

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

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

  • 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.

  • Recommend design modifications to eliminate machine or system malfunctions.

  • Provide technical customer service.

  • 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.

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

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

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

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

  • Solicit new business.

  • 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.

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

  • 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.

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles