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Automation Risk Analysis

Will “Industrial Green Systems 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 Green Systems 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 Green Systems 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

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

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

  • Provide technical customer service.

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

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

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

  • Solicit new business.

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

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

  • 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.

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

  • 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.

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles