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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

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

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

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

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

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

  • Solicit new business.

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

  • Write performance requirements for product development or engineering projects.

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Provide technical customer service.

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

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

  • 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

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

Alternative Job Titles