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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

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

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

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

  • Solicit new business.

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

  • Provide technical customer service.

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

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

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

  • Write performance requirements for product development or engineering projects.

  • 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.

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

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

  • 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.

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles