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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

  • Solicit new business.

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

  • Provide technical customer service.

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

  • Write performance requirements for product development or engineering projects.

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

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

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

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

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

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

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

  • 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.

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

  • 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.

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

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

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles