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Automation Risk Analysis

Will “Industrial Retrofit Designer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #53 of 702. Estimated risk: 1.1%

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AI Exposure Risk

57%

“Industrial Retrofit Designer” 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%

“Industrial Retrofit Designer” 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.

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

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

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

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

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

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

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

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

  • Write performance requirements for product development or engineering projects.

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

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

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

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

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

  • Provide technical customer service.

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

  • 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.

  • Solicit new business.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles