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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

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

  • Write performance requirements for product development or engineering projects.

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

  • Provide technical customer service.

  • Solicit new business.

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

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles