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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

  • 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.

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

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

  • 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.

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

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

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

  • Provide technical customer service.

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

  • Write performance requirements for product development or engineering projects.

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

  • 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.

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

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

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

  • Solicit new business.

  • 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.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles