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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.

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

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

  • 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.

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

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

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

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

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

  • Provide technical customer service.

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

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

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

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

  • 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.

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

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

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

  • Write performance requirements for product development or engineering projects.

  • Solicit new business.

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

Technologies & Software

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

Alternative Job Titles