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Automation Risk Analysis

Will “Heating Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #53 of 702. Estimated risk: 1.1%

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AI Exposure Risk

57%

“Heating 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%

“Heating 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

  • 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.

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

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

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

  • Solicit new business.

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

  • Provide technical customer service.

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

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

  • Write performance requirements for product development or engineering projects.

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

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

Technologies & Software

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

Alternative Job Titles