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Automation Risk Analysis

Will “HVAC Sensor and Digital Control Designer (Heating, Ventilation and Air Conditioning Sensor and Digital Control Designer)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #53 of 702. Estimated risk: 1.1%

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AI Exposure Risk

57%

“HVAC Sensor and Digital Control Designer (Heating, Ventilation and Air Conditioning Sensor and Digital Control Designer)” 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%

“HVAC Sensor and Digital Control Designer (Heating, Ventilation and Air Conditioning Sensor and Digital Control Designer)” 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 the use of utility or energy services that minimize carbon footprints.

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

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

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

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

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

  • 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.

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

  • 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.

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

  • Write performance requirements for product development or engineering projects.

  • 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.

  • 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.

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

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

  • 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.

  • Solicit new business.

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

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

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

  • Provide technical customer service.

Technologies & Software

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

Alternative Job Titles