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Automation Risk Analysis

Will “Diesel Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #53 of 702. Estimated risk: 1.1%

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AI Exposure Risk

57%

“Diesel 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%

“Diesel 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

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

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

  • Solicit new business.

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

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

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

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

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

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

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

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

  • Provide technical customer service.

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

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

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

  • 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.

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

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

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

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

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

  • Write performance requirements for product development or engineering projects.

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

Technologies & Software

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

Alternative Job Titles