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Automation Risk Analysis

Will “Sheet Metal Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #53 of 702. Estimated risk: 1.1%

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AI Exposure Risk

57%

“Sheet Metal 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%

“Sheet Metal 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

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

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

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

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

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

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

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

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

  • Solicit new business.

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

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

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

  • 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.

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

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

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

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

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

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

  • 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.

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

  • Provide technical customer service.

  • 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.

  • Write performance requirements for product development or engineering projects.

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

Technologies & Software

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

Alternative Job Titles