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Automation Risk Analysis

Will “Application Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #53 of 702. Estimated risk: 1.1%

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AI Exposure Risk

57%

“Application 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%

“Application 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

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

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

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

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

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

  • Solicit new business.

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

  • Provide technical customer service.

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

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

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

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

  • 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.

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

  • Write performance requirements for product development or engineering projects.

  • 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.

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

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

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

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

  • 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.

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

Technologies & Software

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

Alternative Job Titles