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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

  • 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.

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

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

  • Write performance requirements for product development or engineering projects.

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

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

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

  • Solicit new business.

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

  • 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.

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

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

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

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

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

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

  • Provide technical customer service.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles