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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

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

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

  • Solicit new business.

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

  • 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.

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

  • 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.

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

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

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

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

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

  • 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.

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

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

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

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

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

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

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

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

  • 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

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

Alternative Job Titles