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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

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

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

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

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

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

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

  • 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.

  • Solicit new business.

  • 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.

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

  • 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.

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

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

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

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

  • 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.

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

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

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

  • 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.

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

  • Provide technical customer service.

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

Technologies & Software

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

Alternative Job Titles