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Automation Risk Analysis

Will “Automation Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #53 of 702. Estimated risk: 1.1%

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AI Exposure Risk

57%

“Automation 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%

“Automation 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

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

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

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

  • Provide technical customer service.

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

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

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

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

  • Solicit new business.

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

  • Write performance requirements for product development or engineering projects.

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

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

  • 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.

  • 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 feedback to design engineers on customer problems or needs.

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

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles