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Automation Risk Analysis

Will “Body Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #53 of 702. Estimated risk: 1.1%

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AI Exposure Risk

57%

“Body 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%

“Body 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

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

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

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

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

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

  • Provide technical customer service.

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

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

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

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

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

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

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

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

  • 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.

  • Write performance requirements for product development or engineering projects.

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

  • Solicit new business.

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles