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Automation Risk Analysis

Will “Textile Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #53 of 702. Estimated risk: 1.1%

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AI Exposure Risk

57%

“Textile 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%

“Textile 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

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

  • Solicit new business.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

  • Provide technical customer service.

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

  • Write performance requirements for product development or engineering projects.

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

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles