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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

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

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

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

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

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

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

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

  • Provide technical customer service.

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

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

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

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

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

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

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

  • Solicit new business.

  • 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.

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

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

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

  • 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.

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

  • Write performance requirements for product development or engineering projects.

Technologies & Software

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

Alternative Job Titles