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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

  • Solicit new business.

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

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

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

  • 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.

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

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

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

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

  • Write performance requirements for product development or engineering projects.

  • 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.

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

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

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

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

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

  • Provide technical customer service.

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

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

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

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles