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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

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

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

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

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

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

  • Write performance requirements for product development or engineering projects.

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

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

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

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

  • Provide technical customer service.

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

  • Solicit new business.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

Technologies & Software

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

Alternative Job Titles