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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

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

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

  • 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.

  • 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.

  • Provide technical customer service.

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

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

  • 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.

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

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

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

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

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

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

  • Write performance requirements for product development or engineering projects.

  • 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.

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

  • Solicit new business.

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

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

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

Technologies & Software

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

Alternative Job Titles