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Automation Risk Analysis

Will “Systems Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #53 of 702. Estimated risk: 1.1%

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AI Exposure Risk

57%

“Systems 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%

“Systems 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

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

  • Solicit new business.

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

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

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

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

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

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

  • 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.

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

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

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

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

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

  • Provide technical customer service.

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

  • 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.

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

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

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

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

  • 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.

  • 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.

Technologies & Software

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

Alternative Job Titles