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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

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

  • Write performance requirements for product development or engineering projects.

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

  • 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.

  • 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.

  • Solicit new business.

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

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

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

  • Provide technical customer service.

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

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

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

  • 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.

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

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

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles