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Automation Risk Analysis

Will “Cooling and Heating Systems Design Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #53 of 702. Estimated risk: 1.1%

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AI Exposure Risk

57%

“Cooling and Heating Systems Design Engineer” 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%

“Cooling and Heating Systems Design Engineer” 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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

  • Provide technical customer service.

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

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

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

  • Solicit new business.

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

  • 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.

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

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

  • Write performance requirements for product development or engineering projects.

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

Technologies & Software

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

Alternative Job Titles