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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

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

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

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

  • Provide technical customer service.

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

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

  • Write performance requirements for product development or engineering projects.

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

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

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

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

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

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

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

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

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

  • Solicit new business.

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

  • 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.

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles