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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

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

  • Solicit new business.

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

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

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

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

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

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

  • Write performance requirements for product development or engineering projects.

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

  • 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.

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

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

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

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

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles