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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.

  • Provide technical customer service.

  • Solicit new business.

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

  • Write performance requirements for product development or engineering projects.

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

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

Technologies & Software

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

Alternative Job Titles