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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

  • Solicit new business.

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

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

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

  • 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.

  • 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.

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

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

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

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

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

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

  • Provide technical customer service.

  • 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.

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles