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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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

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

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

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

  • Write performance requirements for product development or engineering projects.

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

  • 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.

  • Provide technical customer service.

  • 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.

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles