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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

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

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

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

  • 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.

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

  • 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.

  • Solicit new business.

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

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

  • Provide technical customer service.

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

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

  • Write performance requirements for product development or engineering projects.

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

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

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

  • 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.

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

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

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

  • 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.

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

Technologies & Software

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

Alternative Job Titles