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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

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

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

  • Solicit new business.

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

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

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

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

  • 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.

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

  • Provide technical customer service.

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

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

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

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

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

  • 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.

  • 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.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles