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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

  • Provide technical customer service.

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

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

  • 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.

  • Solicit new business.

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

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

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

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

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

  • Write performance requirements for product development or engineering projects.

  • 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.

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

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

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

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles