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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

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

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

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

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

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

  • 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.

  • Write performance requirements for product development or engineering projects.

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

  • Provide technical customer service.

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

  • Solicit new business.

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles